src/core/random-variable.cc
author Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
Wed, 25 Feb 2009 13:40:06 +0100
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permissions -rw-r--r--
add regression tests back
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/* -*- Mode:C++; c-file-style:"gnu"; indent-tabs-mode:nil; -*- */
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//
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// Copyright (c) 2006 Georgia Tech Research Corporation
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//
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// This program is free software; you can redistribute it and/or modify
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// it under the terms of the GNU General Public License version 2 as
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// published by the Free Software Foundation;
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//
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// This program is distributed in the hope that it will be useful,
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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// GNU General Public License for more details.
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//
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// You should have received a copy of the GNU General Public License
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// along with this program; if not, write to the Free Software
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// Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
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//
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// Author: Rajib Bhattacharjea<raj.b@gatech.edu>
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// Author: Hadi Arbabi<marbabi@cs.odu.edu>
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//
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#include <iostream>
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#include <math.h>
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#include <stdlib.h>
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#include <sys/time.h>			// for gettimeofday
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#include <unistd.h>
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#include <iostream>
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#include <sys/types.h>
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#include <sys/stat.h>
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#include <fcntl.h>       
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#include <sstream>
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#include "assert.h"
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#include "config.h"
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#include "integer.h"
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#include "random-variable.h"
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#include "rng-stream.h"
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#include "fatal-error.h"
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using namespace std;
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namespace ns3{
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//-----------------------------------------------------------------------------
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// Seed Manager
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//-----------------------------------------------------------------------------
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uint32_t SeedManager::GetSeed()
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{
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  uint32_t s[6];
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  RngStream::GetPackageSeed (s);
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  NS_ASSERT(
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              s[0] == s[1] &&
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              s[0] == s[2] &&
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              s[0] == s[3] &&
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              s[0] == s[4] &&
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              s[0] == s[5]    
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            );
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  return s[0];
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}
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void SeedManager::SetSeed(uint32_t seed)
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{
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  Config::SetGlobal("RngSeed", IntegerValue(seed));
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}
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void SeedManager::SetRun(uint32_t run)
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{
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  Config::SetGlobal("RngRun", IntegerValue(run));
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}
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uint32_t SeedManager::GetRun()
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{
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  return RngStream::GetPackageRun ();
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}
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bool SeedManager::CheckSeed (uint32_t seed)
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{
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  return RngStream::CheckSeed(seed);
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}
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//-----------------------------------------------------------------------------
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//-----------------------------------------------------------------------------
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// RandomVariableBase methods
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class RandomVariableBase 
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{
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public:
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  RandomVariableBase ();
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  RandomVariableBase (const RandomVariableBase &o);
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  virtual ~RandomVariableBase();
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  virtual double  GetValue() = 0;
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  virtual uint32_t GetInteger();
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  virtual RandomVariableBase*   Copy(void) const = 0;
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protected:
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  RngStream* m_generator;  //underlying generator being wrapped
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};
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RandomVariableBase::RandomVariableBase() 
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  : m_generator(NULL)
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{
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}
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RandomVariableBase::RandomVariableBase(const RandomVariableBase& r)
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  :m_generator(0)
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{
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  if (r.m_generator)
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    {
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      m_generator = new RngStream(*r.m_generator);
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    }
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}
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RandomVariableBase::~RandomVariableBase()
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{
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  delete m_generator;
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}
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uint32_t RandomVariableBase::GetInteger() 
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{
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  return (uint32_t)GetValue();
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}
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//-------------------------------------------------------
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RandomVariable::RandomVariable()
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  : m_variable (0)
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{}
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RandomVariable::RandomVariable(const RandomVariable&o)
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  : m_variable (o.m_variable->Copy ())
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{}
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RandomVariable::RandomVariable (const RandomVariableBase &variable)
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  : m_variable (variable.Copy ())
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{}
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RandomVariable &
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RandomVariable::operator = (const RandomVariable &o)
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{
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  if (&o == this)
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    {
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      return *this;
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    }
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  delete m_variable;
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  m_variable = o.m_variable->Copy ();
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  return *this;
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}
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RandomVariable::~RandomVariable()
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{
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  delete m_variable;
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}
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double  
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RandomVariable::GetValue (void) const
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{
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  return m_variable->GetValue ();
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}
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uint32_t 
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RandomVariable::GetInteger (void) const
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{
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  return m_variable->GetInteger ();
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}
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RandomVariableBase *
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RandomVariable::Peek (void) const
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{
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  return m_variable;
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}
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ATTRIBUTE_VALUE_IMPLEMENT (RandomVariable);
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ATTRIBUTE_CHECKER_IMPLEMENT (RandomVariable);
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//-----------------------------------------------------------------------------
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//-----------------------------------------------------------------------------
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// UniformVariableImpl
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class UniformVariableImpl : public RandomVariableBase {
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public:
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  /**
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   * Creates a uniform random number generator in the
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   * range [0.0 .. 1.0).
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   */
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  UniformVariableImpl();
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  /**
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   * Creates a uniform random number generator with the specified range
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   * \param s Low end of the range
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   * \param l High end of the range
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   */
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  UniformVariableImpl(double s, double l);
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  UniformVariableImpl(const UniformVariableImpl& c);
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  double GetMin (void) const;
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  double GetMax (void) const;
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  /**
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   * \return A value between low and high values specified by the constructor
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   */
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  virtual double GetValue();
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  /**
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   * \return A value between low and high values specified by parameters
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   */
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  virtual double GetValue(double s, double l);
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  virtual RandomVariableBase*  Copy(void) const;
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private:
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  double m_min;
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  double m_max;
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};
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UniformVariableImpl::UniformVariableImpl() 
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  : m_min(0), m_max(1.0) { }
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UniformVariableImpl::UniformVariableImpl(double s, double l) 
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  : m_min(s), m_max(l) { }
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UniformVariableImpl::UniformVariableImpl(const UniformVariableImpl& c) 
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  : RandomVariableBase(c), m_min(c.m_min), m_max(c.m_max) { }
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double 
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UniformVariableImpl::GetMin (void) const
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{
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  return m_min;
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}
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double 
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UniformVariableImpl::GetMax (void) const
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{
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  return m_max;
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}
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double UniformVariableImpl::GetValue()
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{
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  if(!m_generator)
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    {
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      m_generator = new RngStream();
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    }
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  return m_min + m_generator->RandU01() * (m_max - m_min);
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}
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double UniformVariableImpl::GetValue(double s, double l) 
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{
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  if(!m_generator)
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    {
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      m_generator = new RngStream();
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    }
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    return s + m_generator->RandU01() * (l-s); 
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}
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RandomVariableBase* UniformVariableImpl::Copy() const
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{
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  return new UniformVariableImpl(*this);
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}
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UniformVariable::UniformVariable()
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  : RandomVariable (UniformVariableImpl ())
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{}
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UniformVariable::UniformVariable(double s, double l)
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  : RandomVariable (UniformVariableImpl (s, l))
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{}
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double UniformVariable::GetValue(void) const
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{
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  return this->RandomVariable::GetValue ();
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}
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double UniformVariable::GetValue(double s, double l)
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{
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  return ((UniformVariableImpl*)Peek())->GetValue(s,l);
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}
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//-----------------------------------------------------------------------------
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//-----------------------------------------------------------------------------
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// ConstantVariableImpl methods
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class ConstantVariableImpl : public RandomVariableBase { 
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public:
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  /**
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   * Construct a ConstantVariableImpl RNG that returns zero every sample
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   */
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  ConstantVariableImpl();
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  /**
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   * Construct a ConstantVariableImpl RNG that returns the specified value
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   * every sample.
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   * \param c Unchanging value for this RNG.
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   */
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  ConstantVariableImpl(double c);
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  ConstantVariableImpl(const ConstantVariableImpl& c) ;
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  /**
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   * \brief Specify a new constant RNG for this generator.
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   * \param c New constant value for this RNG.
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   */
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  void    NewConstant(double c);
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  /**
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   * \return The constant value specified
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   */
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  virtual double  GetValue();
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  virtual uint32_t GetInteger();
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  virtual RandomVariableBase*   Copy(void) const;
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private:
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  double m_const;
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};
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ConstantVariableImpl::ConstantVariableImpl() 
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  : m_const(0) { }
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ConstantVariableImpl::ConstantVariableImpl(double c) 
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  : m_const(c) { };
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ConstantVariableImpl::ConstantVariableImpl(const ConstantVariableImpl& c) 
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  : RandomVariableBase(c), m_const(c.m_const) { }
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void ConstantVariableImpl::NewConstant(double c) 
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  { m_const = c;}
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double ConstantVariableImpl::GetValue()
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{
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  return m_const;
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}
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uint32_t ConstantVariableImpl::GetInteger()
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{
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  return (uint32_t)m_const;
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}
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RandomVariableBase* ConstantVariableImpl::Copy() const
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{
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  return new ConstantVariableImpl(*this);
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}
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ConstantVariable::ConstantVariable()
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  : RandomVariable (ConstantVariableImpl ())
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{}
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ConstantVariable::ConstantVariable(double c)
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  : RandomVariable (ConstantVariableImpl (c))
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{}
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void 
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ConstantVariable::SetConstant(double c)
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{
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  *this = ConstantVariable (c);
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}
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//-----------------------------------------------------------------------------
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//-----------------------------------------------------------------------------
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// SequentialVariableImpl methods
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class SequentialVariableImpl : public RandomVariableBase {
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public:
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  /**
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   * \brief Constructor for the SequentialVariableImpl RNG.
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   *
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   * The four parameters define the sequence.  For example
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   * SequentialVariableImpl(0,5,1,2) creates a RNG that has the sequence
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   * 0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 0, 0 ...
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   * \param f First value of the sequence.
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   * \param l One more than the last value of the sequence.
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   * \param i Increment between sequence values
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   * \param c Number of times each member of the sequence is repeated
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   */
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  SequentialVariableImpl(double f, double l, double i = 1, uint32_t c = 1);
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  /**
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   * \brief Constructor for the SequentialVariableImpl RNG.
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   *
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   * Differs from the first only in that the increment parameter is a
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   * random variable
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   * \param f First value of the sequence.
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   * \param l One more than the last value of the sequence.
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   * \param i Reference to a RandomVariableBase for the sequence increment
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   * \param c Number of times each member of the sequence is repeated
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   */
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  SequentialVariableImpl(double f, double l, const RandomVariable& i, uint32_t c = 1);
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  SequentialVariableImpl(const SequentialVariableImpl& c);
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  ~SequentialVariableImpl();
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  /**
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   * \return The next value in the Sequence
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   */
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  virtual double GetValue();
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  virtual RandomVariableBase*  Copy(void) const;
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private:
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diff changeset
   397
  double m_min;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   398
  double m_max;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   399
  RandomVariable  m_increment;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   400
  uint32_t  m_consecutive;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   401
  double m_current;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   402
  uint32_t  m_currentConsecutive;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   403
};
346
4a76f247e7dc Add random number files, base class Application
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parents:
diff changeset
   404
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   405
SequentialVariableImpl::SequentialVariableImpl(double f, double l, double i, uint32_t c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   406
  : m_min(f), m_max(l), m_increment(ConstantVariable(i)), m_consecutive(c),
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   407
    m_current(f), m_currentConsecutive(0)
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   408
{}
346
4a76f247e7dc Add random number files, base class Application
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parents:
diff changeset
   409
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   410
SequentialVariableImpl::SequentialVariableImpl(double f, double l, const RandomVariable& i, uint32_t c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   411
  : m_min(f), m_max(l), m_increment(i), m_consecutive(c),
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   412
    m_current(f), m_currentConsecutive(0)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   413
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   414
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   415
SequentialVariableImpl::SequentialVariableImpl(const SequentialVariableImpl& c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   416
  : RandomVariableBase(c), m_min(c.m_min), m_max(c.m_max),
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   417
    m_increment(c.m_increment), m_consecutive(c.m_consecutive),
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   418
    m_current(c.m_current), m_currentConsecutive(c.m_currentConsecutive)
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   419
{}
346
4a76f247e7dc Add random number files, base class Application
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parents:
diff changeset
   420
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   421
SequentialVariableImpl::~SequentialVariableImpl()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   422
{}
360
7bffd987426c Fixed major memory bug and docs in RandomVariable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 346
diff changeset
   423
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
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diff changeset
   424
double SequentialVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   425
{ // Return a sequential series of values
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   426
  double r = m_current;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   427
  if (++m_currentConsecutive == m_consecutive)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   428
    { // Time to advance to next
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   429
      m_currentConsecutive = 0;
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
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diff changeset
   430
      m_current += m_increment.GetValue();
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   431
      if (m_current >= m_max)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   432
        m_current = m_min + (m_current - m_max);
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   433
    }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   434
  return r;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   435
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   436
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   437
RandomVariableBase* SequentialVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   438
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   439
  return new SequentialVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   440
}
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   441
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   442
SequentialVariable::SequentialVariable(double f, double l, double i, uint32_t c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   443
  : RandomVariable (SequentialVariableImpl (f, l, i, c))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   444
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   445
SequentialVariable::SequentialVariable(double f, double l, const RandomVariable& i, uint32_t c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   446
  : RandomVariable (SequentialVariableImpl (f, l, i, c))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   447
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   448
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   449
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   450
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   451
// ExponentialVariableImpl methods
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   452
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   453
class ExponentialVariableImpl : public RandomVariableBase { 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   454
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   455
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   456
   * Constructs an exponential random variable  with a mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   457
   * value of 1.0.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   458
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   459
  ExponentialVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   460
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   461
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   462
   * \brief Constructs an exponential random variable with a specified mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   463
   * \param m Mean value for the random variable
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   464
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   465
  explicit ExponentialVariableImpl(double m);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   466
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   467
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   468
   * \brief Constructs an exponential random variable with spefified
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   469
   * \brief mean and upper limit.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   470
   *
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   471
   * Since exponential distributions can theoretically return unbounded values,
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   472
   * it is sometimes useful to specify a fixed upper limit.  Note however when
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   473
   * the upper limit is specified, the true mean of the distribution is 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   474
   * slightly smaller than the mean value specified.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   475
   * \param m Mean value of the random variable
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   476
   * \param b Upper bound on returned values
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   477
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   478
  ExponentialVariableImpl(double m, double b);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   479
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   480
  ExponentialVariableImpl(const ExponentialVariableImpl& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   481
  
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   482
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   483
   * \return A random value from this exponential distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   484
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   485
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   486
  virtual RandomVariableBase* Copy(void) const;
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
   487
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   488
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   489
  double m_mean;  // Mean value of RV
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   490
  double m_bound; // Upper bound on value (if non-zero)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   491
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   492
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   493
ExponentialVariableImpl::ExponentialVariableImpl() 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   494
  : m_mean(1.0), m_bound(0) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   495
  
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   496
ExponentialVariableImpl::ExponentialVariableImpl(double m) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   497
  : m_mean(m), m_bound(0) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   498
  
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   499
ExponentialVariableImpl::ExponentialVariableImpl(double m, double b) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   500
  : m_mean(m), m_bound(b) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   501
  
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   502
ExponentialVariableImpl::ExponentialVariableImpl(const ExponentialVariableImpl& c) 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   503
  : RandomVariableBase(c), m_mean(c.m_mean), m_bound(c.m_bound) { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   504
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   505
double ExponentialVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   506
{
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
   507
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   508
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   509
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   510
    }
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   511
  while(1)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   512
    {
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   513
      double r = -m_mean*log(m_generator->RandU01());
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   514
      if (m_bound == 0 || r <= m_bound) return r;
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   515
      //otherwise, try again
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   516
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   517
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   518
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   519
RandomVariableBase* ExponentialVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   520
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   521
  return new ExponentialVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   522
}
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   523
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   524
ExponentialVariable::ExponentialVariable()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   525
  : RandomVariable (ExponentialVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   526
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   527
ExponentialVariable::ExponentialVariable(double m)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   528
  : RandomVariable (ExponentialVariableImpl (m))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   529
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   530
ExponentialVariable::ExponentialVariable(double m, double b)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   531
  : RandomVariable (ExponentialVariableImpl (m, b))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   532
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   533
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   534
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   535
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   536
// ParetoVariableImpl methods
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   537
class ParetoVariableImpl : public RandomVariableBase {
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   538
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   539
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   540
   * Constructs a pareto random variable with a mean of 1 and a shape
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   541
   * parameter of 1.5
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   542
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   543
  ParetoVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   544
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   545
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   546
   * Constructs a pareto random variable with specified mean and shape
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   547
   * parameter of 1.5
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   548
   * \param m Mean value of the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   549
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   550
  explicit ParetoVariableImpl(double m);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   551
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   552
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   553
   * Constructs a pareto random variable with the specified mean value and
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   554
   * shape parameter.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   555
   * \param m Mean value of the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   556
   * \param s Shape parameter for the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   557
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   558
  ParetoVariableImpl(double m, double s);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   559
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   560
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   561
   * \brief Constructs a pareto random variable with the specified mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   562
   * \brief value, shape (alpha), and upper bound.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   563
   *
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   564
   * Since pareto distributions can theoretically return unbounded values,
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   565
   * it is sometimes useful to specify a fixed upper limit.  Note however
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   566
   * when the upper limit is specified, the true mean of the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   567
   * is slightly smaller than the mean value specified.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   568
   * \param m Mean value
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   569
   * \param s Shape parameter
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   570
   * \param b Upper limit on returned values
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   571
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   572
  ParetoVariableImpl(double m, double s, double b);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   573
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   574
  ParetoVariableImpl(const ParetoVariableImpl& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   575
  
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   576
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   577
   * \return A random value from this Pareto distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   578
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   579
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   580
  virtual RandomVariableBase* Copy() const;
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
   581
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   582
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   583
  double m_mean;  // Mean value of RV
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   584
  double m_shape; // Shape parameter
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   585
  double m_bound; // Upper bound on value (if non-zero)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   586
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   587
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   588
ParetoVariableImpl::ParetoVariableImpl() 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   589
  : m_mean(1.0), m_shape(1.5), m_bound(0) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   590
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   591
ParetoVariableImpl::ParetoVariableImpl(double m) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   592
  : m_mean(m), m_shape(1.5), m_bound(0) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   593
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   594
ParetoVariableImpl::ParetoVariableImpl(double m, double s) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   595
    : m_mean(m), m_shape(s), m_bound(0) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   596
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   597
ParetoVariableImpl::ParetoVariableImpl(double m, double s, double b) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   598
  : m_mean(m), m_shape(s), m_bound(b) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   599
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   600
ParetoVariableImpl::ParetoVariableImpl(const ParetoVariableImpl& c) 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   601
  : RandomVariableBase(c), m_mean(c.m_mean), m_shape(c.m_shape), 
360
7bffd987426c Fixed major memory bug and docs in RandomVariable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 346
diff changeset
   602
    m_bound(c.m_bound) { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   603
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   604
double ParetoVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   605
{
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
   606
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   607
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   608
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   609
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   610
  double scale = m_mean * ( m_shape - 1.0) / m_shape;
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   611
  while(1)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   612
    {
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   613
      double r = (scale * ( 1.0 / pow(m_generator->RandU01(), 1.0 / m_shape)));
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   614
      if (m_bound == 0 || r <= m_bound) return r;
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   615
      //otherwise, try again
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   616
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   617
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   618
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   619
RandomVariableBase* ParetoVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   620
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   621
  return new ParetoVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   622
}
442
96d3e7dc8bb2 Added static RNGs, like ExponentialVariable::GetSingleValue(mean)
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 438
diff changeset
   623
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   624
ParetoVariable::ParetoVariable ()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   625
  : RandomVariable (ParetoVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   626
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   627
ParetoVariable::ParetoVariable(double m)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   628
  : RandomVariable (ParetoVariableImpl (m))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   629
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   630
ParetoVariable::ParetoVariable(double m, double s)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   631
  : RandomVariable (ParetoVariableImpl (m, s))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   632
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   633
ParetoVariable::ParetoVariable(double m, double s, double b)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   634
  : RandomVariable (ParetoVariableImpl (m, s, b))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   635
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   636
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   637
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   638
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   639
// WeibullVariableImpl methods
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   640
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   641
class WeibullVariableImpl : public RandomVariableBase {
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   642
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   643
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   644
   * Constructs a weibull random variable  with a mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   645
   * value of 1.0 and a shape (alpha) parameter of 1
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   646
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   647
  WeibullVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   648
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   649
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   650
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   651
   * Constructs a weibull random variable with the specified mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   652
   * value and a shape (alpha) parameter of 1.5.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   653
   * \param m mean value of the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   654
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   655
   WeibullVariableImpl(double m) ;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   656
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   657
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   658
   * Constructs a weibull random variable with the specified mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   659
   * value and a shape (alpha).
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   660
   * \param m Mean value for the distribution.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   661
   * \param s Shape (alpha) parameter for the distribution.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   662
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   663
  WeibullVariableImpl(double m, double s);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   664
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   665
   /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   666
   * \brief Constructs a weibull random variable with the specified mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   667
   * \brief value, shape (alpha), and upper bound.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   668
   * Since WeibullVariableImpl distributions can theoretically return unbounded values,
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   669
   * it is sometimes usefull to specify a fixed upper limit.  Note however
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   670
   * that when the upper limit is specified, the true mean of the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   671
   * is slightly smaller than the mean value specified.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   672
   * \param m Mean value for the distribution.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   673
   * \param s Shape (alpha) parameter for the distribution.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   674
   * \param b Upper limit on returned values
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   675
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   676
  WeibullVariableImpl(double m, double s, double b);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   677
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   678
  WeibullVariableImpl(const WeibullVariableImpl& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   679
  
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   680
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   681
   * \return A random value from this Weibull distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   682
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   683
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   684
  virtual RandomVariableBase* Copy(void) const;
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
   685
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   686
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   687
  double m_mean;  // Mean value of RV
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   688
  double m_alpha; // Shape parameter
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   689
  double m_bound; // Upper bound on value (if non-zero)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   690
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   691
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   692
WeibullVariableImpl::WeibullVariableImpl() : m_mean(1.0), m_alpha(1), m_bound(0) { }
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   693
WeibullVariableImpl::WeibullVariableImpl(double m) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   694
  : m_mean(m), m_alpha(1), m_bound(0) { }
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   695
WeibullVariableImpl::WeibullVariableImpl(double m, double s) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   696
  : m_mean(m), m_alpha(s), m_bound(0) { }
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   697
WeibullVariableImpl::WeibullVariableImpl(double m, double s, double b) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   698
  : m_mean(m), m_alpha(s), m_bound(b) { };
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   699
WeibullVariableImpl::WeibullVariableImpl(const WeibullVariableImpl& c) 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   700
  : RandomVariableBase(c), m_mean(c.m_mean), m_alpha(c.m_alpha),
360
7bffd987426c Fixed major memory bug and docs in RandomVariable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 346
diff changeset
   701
    m_bound(c.m_bound) { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   702
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   703
double WeibullVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   704
{
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
   705
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   706
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   707
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   708
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   709
  double exponent = 1.0 / m_alpha;
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   710
  while(1)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   711
    {
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   712
      double r = m_mean * pow( -log(m_generator->RandU01()), exponent);
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   713
      if (m_bound == 0 || r <= m_bound) return r;
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   714
      //otherwise, try again
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   715
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   716
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   717
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   718
RandomVariableBase* WeibullVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   719
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   720
  return new WeibullVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   721
}
442
96d3e7dc8bb2 Added static RNGs, like ExponentialVariable::GetSingleValue(mean)
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 438
diff changeset
   722
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   723
WeibullVariable::WeibullVariable()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   724
  : RandomVariable (WeibullVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   725
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   726
WeibullVariable::WeibullVariable(double m)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   727
  : RandomVariable (WeibullVariableImpl (m))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   728
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   729
WeibullVariable::WeibullVariable(double m, double s)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   730
  : RandomVariable (WeibullVariableImpl (m, s))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   731
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   732
WeibullVariable::WeibullVariable(double m, double s, double b)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   733
  : RandomVariable (WeibullVariableImpl (m, s, b))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   734
{}
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
   735
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   736
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   737
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   738
// NormalVariableImpl methods
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   739
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   740
class NormalVariableImpl : public RandomVariableBase { // Normally Distributed random var
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   741
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   742
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   743
   static const double INFINITE_VALUE;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   744
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   745
   * Constructs an normal random variable  with a mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   746
   * value of 0 and variance of 1.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   747
   */ 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   748
  NormalVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   749
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   750
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   751
   * \brief Construct a normal random variable with specified mean and variance
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   752
   * \param m Mean value
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   753
   * \param v Variance
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   754
   * \param b Bound.  The NormalVariableImpl is bounded within +-bound of the mean.
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   755
   */ 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   756
  NormalVariableImpl(double m, double v, double b = INFINITE_VALUE);
442
96d3e7dc8bb2 Added static RNGs, like ExponentialVariable::GetSingleValue(mean)
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 438
diff changeset
   757
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   758
  NormalVariableImpl(const NormalVariableImpl& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   759
  
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   760
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   761
   * \return A value from this normal distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   762
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   763
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   764
  virtual RandomVariableBase* Copy(void) const;
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
   765
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   766
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   767
  double m_mean;      // Mean value of RV
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   768
  double m_variance;  // Mean value of RV
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   769
  double m_bound;     // Bound on value's difference from the mean (absolute value)
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   770
  bool   m_nextValid; // True if next valid
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   771
  double m_next;      // The algorithm produces two values at a time
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   772
  static bool   m_static_nextValid;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   773
  static double m_static_next;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   774
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   775
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   776
bool         NormalVariableImpl::m_static_nextValid = false;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   777
double       NormalVariableImpl::m_static_next;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   778
const double NormalVariableImpl::INFINITE_VALUE = 1e307;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   779
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   780
NormalVariableImpl::NormalVariableImpl() 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   781
  : m_mean(0.0), m_variance(1.0), m_bound(INFINITE_VALUE), m_nextValid(false){}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   782
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   783
NormalVariableImpl::NormalVariableImpl(double m, double v, double b/*=INFINITE_VALUE*/)
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   784
  : m_mean(m), m_variance(v), m_bound(b), m_nextValid(false) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   785
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   786
NormalVariableImpl::NormalVariableImpl(const NormalVariableImpl& c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   787
  : RandomVariableBase(c), m_mean(c.m_mean), m_variance(c.m_variance),
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
   788
    m_bound(c.m_bound) { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   789
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   790
double NormalVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   791
{
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
   792
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   793
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   794
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   795
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   796
  if (m_nextValid)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   797
    { // use previously generated
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   798
      m_nextValid = false;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   799
      return m_next;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   800
    }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   801
  while(1)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   802
    { // See Simulation Modeling and Analysis p. 466 (Averill Law)
3292
bd8d2601af21 Bug 181
craigdo@craig-dowells-imac.local
parents: 3267
diff changeset
   803
      // for algorithm; basically a Box-Muller transform:
bd8d2601af21 Bug 181
craigdo@craig-dowells-imac.local
parents: 3267
diff changeset
   804
      // http://en.wikipedia.org/wiki/Box-Muller_transform
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   805
      double u1 = m_generator->RandU01();
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   806
      double u2 = m_generator->RandU01();;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   807
      double v1 = 2 * u1 - 1;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   808
      double v2 = 2 * u2 - 1;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   809
      double w = v1 * v1 + v2 * v2;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   810
      if (w <= 1.0)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   811
        { // Got good pair
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   812
          double y = sqrt((-2 * log(w))/w);
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   813
          m_next = m_mean + v2 * y * sqrt(m_variance);
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   814
          //if next is in bounds, it is valid
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   815
          m_nextValid = fabs(m_next-m_mean) <= m_bound;
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   816
          double x1 = m_mean + v1 * y * sqrt(m_variance);
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   817
          //if x1 is in bounds, return it
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   818
          if (fabs(x1-m_mean) <= m_bound)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   819
            {
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   820
              return x1;
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   821
            }
4227
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   822
          //otherwise try and return m_next if it is valid
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   823
          else if (m_nextValid)
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   824
	    {
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   825
	      m_nextValid = false;
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   826
	      return m_next;
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   827
	    }
b30027eeb387 Michelle's bounds patch
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4224
diff changeset
   828
          //otherwise, just run this loop again
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   829
        }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   830
    }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   831
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   832
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   833
RandomVariableBase* NormalVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   834
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   835
  return new NormalVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   836
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   837
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   838
NormalVariable::NormalVariable()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   839
  : RandomVariable (NormalVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   840
{}
4223
86a97665dcb0 Fix old code that crept in
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4218
diff changeset
   841
NormalVariable::NormalVariable(double m, double v)
86a97665dcb0 Fix old code that crept in
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4218
diff changeset
   842
  : RandomVariable (NormalVariableImpl (m, v))
86a97665dcb0 Fix old code that crept in
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4218
diff changeset
   843
{}
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   844
NormalVariable::NormalVariable(double m, double v, double b)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   845
  : RandomVariable (NormalVariableImpl (m, v, b))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   846
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   847
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   848
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   849
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   850
class EmpiricalVariableImpl : public RandomVariableBase {
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   851
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   852
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   853
   * Constructor for the EmpiricalVariableImpl random variables.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   854
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   855
  explicit EmpiricalVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   856
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   857
  virtual ~EmpiricalVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   858
  EmpiricalVariableImpl(const EmpiricalVariableImpl& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   859
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   860
   * \return A value from this empirical distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   861
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   862
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   863
  virtual RandomVariableBase* Copy(void) const;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   864
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   865
   * \brief Specifies a point in the empirical distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   866
   * \param v The function value for this point
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   867
   * \param c Probability that the function is less than or equal to v
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   868
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   869
  virtual void CDF(double v, double c);  // Value, prob <= Value
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   870
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   871
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   872
  class ValueCDF {
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   873
  public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   874
    ValueCDF();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   875
    ValueCDF(double v, double c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   876
    ValueCDF(const ValueCDF& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   877
    double value;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   878
    double    cdf;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   879
  };
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   880
  virtual void Validate();  // Insure non-decreasing emiprical values
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   881
  virtual double Interpolate(double, double, double, double, double);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   882
  bool validated; // True if non-decreasing validated
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   883
  std::vector<ValueCDF> emp;       // Empicical CDF
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   884
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   885
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   886
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   887
// ValueCDF methods
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   888
EmpiricalVariableImpl::ValueCDF::ValueCDF() 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   889
  : value(0.0), cdf(0.0){ }
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   890
EmpiricalVariableImpl::ValueCDF::ValueCDF(double v, double c) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   891
  : value(v), cdf(c) { }
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   892
EmpiricalVariableImpl::ValueCDF::ValueCDF(const ValueCDF& c) 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   893
  : value(c.value), cdf(c.cdf) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   894
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   895
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   896
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   897
// EmpiricalVariableImpl methods
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   898
EmpiricalVariableImpl::EmpiricalVariableImpl() 
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   899
  : validated(false) { }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   900
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   901
EmpiricalVariableImpl::EmpiricalVariableImpl(const EmpiricalVariableImpl& c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   902
  : RandomVariableBase(c), validated(c.validated), emp(c.emp) { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   903
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   904
EmpiricalVariableImpl::~EmpiricalVariableImpl() { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   905
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   906
double EmpiricalVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   907
{ // Return a value from the empirical distribution
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   908
  // This code based (loosely) on code by Bruce Mah (Thanks Bruce!)
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
   909
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   910
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   911
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   912
    }
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   913
  if (emp.size() == 0) 
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   914
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   915
      return 0.0; // HuH? No empirical data
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   916
    }
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   917
  if (!validated) 
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   918
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   919
      Validate();      // Insure in non-decreasing
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   920
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   921
  double r = m_generator->RandU01();
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   922
  if (r <= emp.front().cdf)
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   923
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   924
      return emp.front().value; // Less than first
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   925
    }
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   926
  if (r >= emp.back().cdf) 
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   927
    { 
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   928
      return emp.back().value;  // Greater than last
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   929
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   930
  // Binary search
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   931
  std::vector<ValueCDF>::size_type bottom = 0;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   932
  std::vector<ValueCDF>::size_type top = emp.size() - 1;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   933
  while(1)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   934
    {
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   935
      std::vector<ValueCDF>::size_type c = (top + bottom) / 2;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   936
      if (r >= emp[c].cdf && r < emp[c+1].cdf)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   937
        { // Found it
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   938
          return Interpolate(emp[c].cdf, emp[c+1].cdf,
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   939
                             emp[c].value, emp[c+1].value,
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   940
                             r);
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   941
        }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   942
      // Not here, adjust bounds
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   943
      if (r < emp[c].cdf)
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   944
        {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   945
          top    = c - 1;
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   946
        }
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   947
      else
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   948
        {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   949
          bottom = c + 1;
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
   950
        }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   951
    }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   952
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   953
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   954
RandomVariableBase* EmpiricalVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   955
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   956
  return new EmpiricalVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   957
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   958
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   959
void EmpiricalVariableImpl::CDF(double v, double c)
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   960
{ // Add a new empirical datapoint to the empirical cdf
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   961
  // NOTE.   These MUST be inserted in non-decreasing order
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   962
  emp.push_back(ValueCDF(v, c));
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   963
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   964
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   965
void EmpiricalVariableImpl::Validate()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   966
{
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   967
  ValueCDF prior;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   968
  for (std::vector<ValueCDF>::size_type i = 0; i < emp.size(); ++i)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   969
    {
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   970
      ValueCDF& current = emp[i];
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   971
      if (current.value < prior.value || current.cdf < prior.cdf)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   972
        { // Error
1020
ebcb38b7ff7d In some places, print debug messages / errors to stderr, not stdout.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 942
diff changeset
   973
          cerr << "Empirical Dist error,"
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   974
               << " current value " << current.value
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   975
               << " prior value "   << prior.value
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   976
               << " current cdf "   << current.cdf
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   977
               << " prior cdf "     << prior.cdf << endl;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   978
          NS_FATAL_ERROR("Empirical Dist error");
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   979
        }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   980
      prior = current;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   981
    }
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   982
  validated = true;
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   983
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   984
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   985
double EmpiricalVariableImpl::Interpolate(double c1, double c2,
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   986
                                double v1, double v2, double r)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   987
{ // Interpolate random value in range [v1..v2) based on [c1 .. r .. c2)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   988
  return (v1 + ((v2 - v1) / (c2 - c1)) * (r - c1));
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   989
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   990
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   991
EmpiricalVariable::EmpiricalVariable()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   992
  : RandomVariable (EmpiricalVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   993
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   994
EmpiricalVariable::EmpiricalVariable (const RandomVariableBase &variable)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   995
  : RandomVariable (variable)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   996
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   997
void 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
   998
EmpiricalVariable::CDF(double v, double c)
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
   999
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1000
  EmpiricalVariableImpl *impl = dynamic_cast<EmpiricalVariableImpl *> (Peek ());
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1001
  NS_ASSERT (impl);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1002
  impl->CDF (v, c);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1003
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1004
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1005
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1006
//-----------------------------------------------------------------------------
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1007
//-----------------------------------------------------------------------------
2965
4b28e9740e3b get rid of Attribute class. Use AttributeValue subclasses directly.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2947
diff changeset
  1008
// IntegerValue EmpiricalVariableImpl methods
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1009
class IntEmpiricalVariableImpl : public EmpiricalVariableImpl {
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1010
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1011
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1012
  IntEmpiricalVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1013
  
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1014
  virtual RandomVariableBase* Copy(void) const;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1015
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1016
   * \return An integer value from this empirical distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1017
   */
2439
4a0b22a3f5fa UintValue -> Uinteger, IntValue -> Integer
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2436
diff changeset
  1018
  virtual uint32_t GetInteger();
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1019
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1020
  virtual double Interpolate(double, double, double, double, double);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1021
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1022
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1023
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1024
IntEmpiricalVariableImpl::IntEmpiricalVariableImpl() { }
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1025
2439
4a0b22a3f5fa UintValue -> Uinteger, IntValue -> Integer
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2436
diff changeset
  1026
uint32_t IntEmpiricalVariableImpl::GetInteger()
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1027
{
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1028
  return (uint32_t)GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1029
}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1030
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1031
RandomVariableBase* IntEmpiricalVariableImpl::Copy() const
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1032
{
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1033
  return new IntEmpiricalVariableImpl(*this);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1034
}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1035
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1036
double IntEmpiricalVariableImpl::Interpolate(double c1, double c2,
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1037
                                   double v1, double v2, double r)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1038
{ // Interpolate random value in range [v1..v2) based on [c1 .. r .. c2)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1039
  return ceil(v1 + ((v2 - v1) / (c2 - c1)) * (r - c1));
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1040
}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1041
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1042
IntEmpiricalVariable::IntEmpiricalVariable()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1043
  : EmpiricalVariable (IntEmpiricalVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1044
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1045
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1046
//-----------------------------------------------------------------------------
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1047
//-----------------------------------------------------------------------------
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1048
// DeterministicVariableImpl
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1049
class DeterministicVariableImpl : public RandomVariableBase 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1050
{
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1051
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1052
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1053
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1054
   * \brief Constructor
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1055
   *
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1056
   * Creates a generator that returns successive elements of the d array
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1057
   * on successive calls to ::Value().  Note that the d pointer is copied
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1058
   * for use by the generator (shallow-copy), not its contents, so the 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1059
   * contents of the array d points to have to remain unchanged for the use 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1060
   * of DeterministicVariableImpl to be meaningful.
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1061
   * \param d Pointer to array of random values to return in sequence
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1062
   * \param c Number of values in the array
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1063
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1064
  explicit DeterministicVariableImpl(double* d, uint32_t c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1065
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1066
  virtual ~DeterministicVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1067
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1068
   * \return The next value in the deterministic sequence
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1069
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1070
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1071
  virtual RandomVariableBase* Copy(void) const;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1072
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1073
  uint32_t   count;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1074
  uint32_t   next;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1075
  double* data;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1076
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1077
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1078
DeterministicVariableImpl::DeterministicVariableImpl(double* d, uint32_t c)
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1079
    : count(c), next(c), data(d)
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1080
{ // Nothing else needed
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1081
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1082
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1083
DeterministicVariableImpl::~DeterministicVariableImpl() { }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1084
  
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1085
double DeterministicVariableImpl::GetValue()
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1086
{
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1087
  if (next == count) 
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1088
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1089
      next = 0;
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1090
    }
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1091
  return data[next++];
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1092
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1093
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1094
RandomVariableBase* DeterministicVariableImpl::Copy() const
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1095
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1096
  return new DeterministicVariableImpl(*this);
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1097
}
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1098
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1099
DeterministicVariable::DeterministicVariable(double* d, uint32_t c)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1100
  : RandomVariable (DeterministicVariableImpl (d, c))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1101
{}
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1102
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1103
//-----------------------------------------------------------------------------
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1104
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1105
// LogNormalVariableImpl
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1106
class LogNormalVariableImpl : public RandomVariableBase { 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1107
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1108
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1109
   * \param mu mu parameter of the lognormal distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1110
   * \param sigma sigma parameter of the lognormal distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1111
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1112
  LogNormalVariableImpl (double mu, double sigma);
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1113
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1114
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1115
   * \return A random value from this distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1116
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1117
  virtual double GetValue ();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1118
  virtual RandomVariableBase* Copy(void) const;
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
  1119
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1120
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1121
  double m_mu;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1122
  double m_sigma;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1123
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1124
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1125
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1126
RandomVariableBase* LogNormalVariableImpl::Copy () const
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1127
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1128
  return new LogNormalVariableImpl (m_mu, m_sigma);
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1129
}
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1130
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1131
LogNormalVariableImpl::LogNormalVariableImpl (double mu, double sigma)
442
96d3e7dc8bb2 Added static RNGs, like ExponentialVariable::GetSingleValue(mean)
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 438
diff changeset
  1132
    :m_mu(mu), m_sigma(sigma) 
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1133
{
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1134
}
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1135
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1136
// The code from this function was adapted from the GNU Scientific
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1137
// Library 1.8:
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1138
/* randist/lognormal.c
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1139
 * 
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1140
 * Copyright (C) 1996, 1997, 1998, 1999, 2000 James Theiler, Brian Gough
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1141
 * 
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1142
 * This program is free software; you can redistribute it and/or modify
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1143
 * it under the terms of the GNU General Public License as published by
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1144
 * the Free Software Foundation; either version 2 of the License, or (at
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1145
 * your option) any later version.
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1146
 * 
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1147
 * This program is distributed in the hope that it will be useful, but
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1148
 * WITHOUT ANY WARRANTY; without even the implied warranty of
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1149
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1150
 * General Public License for more details.
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1151
 * 
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1152
 * You should have received a copy of the GNU General Public License
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1153
 * along with this program; if not, write to the Free Software
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1154
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1155
 */
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1156
/* The lognormal distribution has the form 
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1157
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1158
   p(x) dx = 1/(x * sqrt(2 pi sigma^2)) exp(-(ln(x) - zeta)^2/2 sigma^2) dx
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1159
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1160
   for x > 0. Lognormal random numbers are the exponentials of
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1161
   gaussian random numbers */
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1162
double
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1163
LogNormalVariableImpl::GetValue ()
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1164
{
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
  1165
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1166
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1167
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1168
    }
438
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1169
  double u, v, r2, normal, z;
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1170
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1171
  do
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1172
    {
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1173
      /* choose x,y in uniform square (-1,-1) to (+1,+1) */
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1174
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1175
      u = -1 + 2 * m_generator->RandU01 ();
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1176
      v = -1 + 2 * m_generator->RandU01 ();
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1177
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1178
      /* see if it is in the unit circle */
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1179
      r2 = u * u + v * v;
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1180
    }
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1181
  while (r2 > 1.0 || r2 == 0);
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1182
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1183
  normal = u * sqrt (-2.0 * log (r2) / r2);
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1184
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1185
  z =  exp (m_sigma * normal + m_mu);
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1186
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1187
  return z;
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1188
}
515bb5663cf3 Randomvariable Lognormal added
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 423
diff changeset
  1189
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1190
LogNormalVariable::LogNormalVariable (double mu, double sigma)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1191
  : RandomVariable (LogNormalVariableImpl (mu, sigma))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1192
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1193
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1194
//-----------------------------------------------------------------------------
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1195
//-----------------------------------------------------------------------------
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1196
// TriangularVariableImpl methods
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1197
class TriangularVariableImpl : public RandomVariableBase {
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1198
public:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1199
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1200
   * Creates a triangle distribution random number generator in the
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1201
   * range [0.0 .. 1.0), with mean of 0.5
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1202
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1203
  TriangularVariableImpl();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1204
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1205
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1206
   * Creates a triangle distribution random number generator with the specified
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1207
   * range
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1208
   * \param s Low end of the range
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1209
   * \param l High end of the range
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1210
   * \param mean mean of the distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1211
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1212
  TriangularVariableImpl(double s, double l, double mean);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1213
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1214
  TriangularVariableImpl(const TriangularVariableImpl& c);
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1215
  
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1216
  /**
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1217
   * \return A value from this distribution
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1218
   */
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1219
  virtual double GetValue();
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1220
  virtual RandomVariableBase*  Copy(void) const;
4218
debf1a8a96d3 Proposed RNG API changes
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 3679
diff changeset
  1221
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1222
private:
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1223
  double m_min;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1224
  double m_max;
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1225
  double m_mode;  //easier to work with the mode internally instead of the mean
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1226
                  //they are related by the simple: mean = (min+max+mode)/3
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1227
};
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1228
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1229
TriangularVariableImpl::TriangularVariableImpl() 
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1230
  : m_min(0), m_max(1), m_mode(0.5) { }
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1231
  
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1232
TriangularVariableImpl::TriangularVariableImpl(double s, double l, double mean) 
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1233
  : m_min(s), m_max(l), m_mode(3.0*mean-s-l) { }
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1234
  
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1235
TriangularVariableImpl::TriangularVariableImpl(const TriangularVariableImpl& c) 
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1236
  : RandomVariableBase(c), m_min(c.m_min), m_max(c.m_max), m_mode(c.m_mode) { }
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1237
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1238
double TriangularVariableImpl::GetValue()
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1239
{
1806
34e115600ef2 Fixed randomvariable bugs and modified unit tests so that there is no non-deterministic failure on the tests
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 1020
diff changeset
  1240
  if(!m_generator)
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1241
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1242
      m_generator = new RngStream();
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1243
    }
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1244
  double u = m_generator->RandU01();
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1245
  if(u <= (m_mode - m_min) / (m_max - m_min) )
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1246
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1247
      return m_min + sqrt(u * (m_max - m_min) * (m_mode - m_min) );
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1248
    }
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1249
  else
4224
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1250
    {
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1251
      return m_max - sqrt( (1-u) * (m_max - m_min) * (m_max - m_mode) );
40e5d5af3c71 Commit Mathieu's coding style cleanup of random-variable
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 4223
diff changeset
  1252
    }
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1253
}
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1254
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1255
RandomVariableBase* TriangularVariableImpl::Copy() const
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1256
{
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1257
  return new TriangularVariableImpl(*this);
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1258
}
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1259
2336
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1260
TriangularVariable::TriangularVariable()
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1261
  : RandomVariable (TriangularVariableImpl ())
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1262
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1263
TriangularVariable::TriangularVariable(double s, double l, double mean)
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1264
  : RandomVariable (TriangularVariableImpl (s,l,mean))
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1265
{}
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1266
28ce210b91bb bug 133: automate RandomVariable memory management.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 1811
diff changeset
  1267
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1268
std::ostream &operator << (std::ostream &os, const RandomVariable &var)
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1269
{
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1270
  RandomVariableBase *base = var.Peek ();
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1271
  ConstantVariableImpl *constant = dynamic_cast<ConstantVariableImpl *> (base);
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1272
  if (constant != 0)
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1273
    {
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1274
      os << "Constant:" << constant->GetValue ();
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1275
      return os;
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1276
    }
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1277
  UniformVariableImpl *uniform = dynamic_cast<UniformVariableImpl *> (base);
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1278
  if (uniform != 0)
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1279
    {
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1280
      os << "Uniform:" << uniform->GetMin () << ":" << uniform->GetMax ();
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1281
      return os;
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1282
    }
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1283
  // XXX: support other distributions
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1284
  os.setstate (std::ios_base::badbit);
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1285
  return os;
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1286
}
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1287
std::istream &operator >> (std::istream &is, RandomVariable &var)
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1288
{
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1289
  std::string value;
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1290
  is >> value;
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1291
  std::string::size_type tmp;
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1292
  tmp = value.find (":");
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1293
  if (tmp == std::string::npos)
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1294
    {
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1295
      is.setstate (std::ios_base::badbit);
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1296
      return is;
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1297
    }
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1298
  std::string type = value.substr (0, tmp);
2628
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1299
  value = value.substr (tmp + 1, value.npos);
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1300
  if (type == "Constant")
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1301
    {
2628
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1302
      istringstream iss (value);
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1303
      double constant;
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1304
      iss >> constant;
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1305
      var = ConstantVariable (constant);
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1306
    }
2628
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1307
  else if (type == "Uniform")
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1308
    {
2628
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1309
      if (value.size () == 0)
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1310
        {
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1311
          var = UniformVariable ();
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1312
        }
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1313
      else
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1314
        {
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1315
          tmp = value.find (":");
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1316
          if (tmp == value.npos)
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1317
            {
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1318
              NS_FATAL_ERROR ("bad Uniform value: " << value);
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1319
            }
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1320
          istringstream issA (value.substr (0, tmp));
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1321
          istringstream issB (value.substr (tmp + 1, value.npos));
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1322
          double a, b;
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1323
          issA >> a;
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1324
          issB >> b;
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1325
          var = UniformVariable (a, b);
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1326
        }
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1327
    }
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1328
  else
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1329
    {
2628
88cdcd394491 Fix deserialization for Constant and Uniform random variables.
Gustavo J. A. M. Carneiro <gjc@inescporto.pt>
parents: 2445
diff changeset
  1330
      NS_FATAL_ERROR ("RandomVariable deserialization not implemented for " << type);
2409
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1331
      // XXX: support other distributions.
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1332
    }
8744ec60e8e6 convert RandomVariable, Rectangle, Vector, and Time to the new Class Helper
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2384
diff changeset
  1333
  return is;
2384
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1334
}
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1335
500ada6a4874 add Value support to RandomVariable.
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 2336
diff changeset
  1336
942
b65368bf40f9 Added Triangularly distributed random variables
Raj Bhattacharjea <raj.b@gatech.edu>
parents: 665
diff changeset
  1337
346
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1338
}//namespace ns3
4a76f247e7dc Add random number files, base class Application
Tom Henderson <tomh@tomh.org>
parents:
diff changeset
  1339
4243
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1340
 
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1341
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1342
#ifdef RUN_SELF_TESTS
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1343
#include "test.h"
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1344
#include <vector>
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1345
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1346
namespace ns3 {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1347
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1348
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1349
class RandomVariableTest : public Test
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1350
{
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1351
public:
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1352
  RandomVariableTest () : Test ("RandomVariable") {}
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1353
  virtual bool RunTests (void)
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1354
  {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1355
    bool result = true;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1356
    const double desired_mean = 1.0;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1357
    const double desired_stddev = 1.0;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1358
    double tmp = log (1 + (desired_stddev/desired_mean)*(desired_stddev/desired_mean));
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1359
    double sigma = sqrt (tmp);
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1360
    double mu = log (desired_mean) - 0.5*tmp;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1361
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1362
    // Test a custom lognormal instance
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1363
    {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1364
      LogNormalVariable lognormal (mu, sigma);
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1365
      vector<double> samples;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1366
      const int NSAMPLES = 10000;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1367
      double sum = 0;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1368
      for (int n = NSAMPLES; n; --n)
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1369
        {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1370
          double value = lognormal.GetValue ();
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1371
          sum += value;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1372
          samples.push_back (value);
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1373
        }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1374
      double obtained_mean = sum / NSAMPLES;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1375
      sum = 0;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1376
      for (vector<double>::iterator iter = samples.begin (); iter != samples.end (); iter++)
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1377
        {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1378
          double tmp = (*iter - obtained_mean);
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1379
          sum += tmp*tmp;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1380
        }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1381
      double obtained_stddev = sqrt (sum / (NSAMPLES - 1));
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1382
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1383
      if (not (obtained_mean/desired_mean > 0.90 and obtained_mean/desired_mean < 1.10))
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1384
        {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1385
          result = false;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1386
          Failure () << "Obtained lognormal mean value " << obtained_mean << ", expected " << desired_mean << std::endl;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1387
        }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1388
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1389
      if (not (obtained_stddev/desired_stddev > 0.90 and obtained_stddev/desired_stddev < 1.10))
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1390
        {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1391
          result = false;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1392
          Failure () << "Obtained lognormal stddev value " << obtained_stddev <<
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1393
            ", expected " << desired_stddev << std::endl;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1394
        }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1395
    }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1396
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1397
    // Test attribute serialization
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1398
    {
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1399
      RandomVariableValue val;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1400
      val.DeserializeFromString ("Uniform:0.1:0.2", MakeRandomVariableChecker ());
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1401
      RandomVariable rng = val.Get ();
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1402
      NS_TEST_ASSERT_EQUAL (val.SerializeToString (MakeRandomVariableChecker ()), "Uniform:0.1:0.2");
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1403
    }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1404
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1405
    return result;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1406
  }
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1407
};
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1408
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1409
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1410
static RandomVariableTest g_random_variable_tests;
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1411
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1412
}//namespace ns3
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1413
d84e644c9692 add regression tests back
Mathieu Lacage <mathieu.lacage@sophia.inria.fr>
parents: 4242
diff changeset
  1414
#endif /* RUN_SELF_TESTS */