?? psovrptw.cpp
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// PsoVrptw.cpp: implementation of the CPsoVrptw class.
//
//////////////////////////////////////////////////////////////////////
#include "stdafx.h"
#include "VRP.h"
#include "math.h"
#include "PsoVrptw.h"
#ifdef _DEBUG
#undef THIS_FILE
static char THIS_FILE[]=__FILE__;
#define new DEBUG_NEW
#endif
//////////////////////////////////////////////////////////////////////
// Construction/Destruction
//////////////////////////////////////////////////////////////////////
CPsoVrptw::CPsoVrptw()
{
}
CPsoVrptw::~CPsoVrptw()
{
}
void CPsoVrptw::reserial(CPsoVrptw::Node *PNode)
{
int i,j,count;
double data;
for(i=1;i<=TASKTW;i++)
{
data=PNode->Xr[i];
count=1;
for(j=1;j<=TASKTW;j++)
{
if(PNode->Xv[i]==PNode->Xv[j]&&data-PNode->Xr[j]>=0.000001)
count++;
if(PNode->Xv[i]==PNode->Xv[j]&&(fabs(data-PNode->Xr[j])<0.000001)&&i>j)
count++;
}
PNode->iXr[i]=count;
}
return;
}
double CPsoVrptw::Eval(CPsoVrptw::PNODE *PNode)
{
int i,j,k,step;
double dist[VECHI+1];
double weight[VECHI+1];
double All_weight,All_dist;
int pre;
double pe=50,pl=50,speed=50;
double time[VECHI+1];
label1:
reserial(PNode);
for(i=1;i<=VECHI;i++)
{
dist[i]=0;
time[i]=0;
weight[i]=0;
}
for(i=1;i<=VECHI;i++)
{
step=1;
pre=0;
do
{
for(j=1;j<=TASKTW;j++)
if(PNode->Xv[j]==i&&PNode->iXr[j]==step)
break;
if(j<=TASKTW)
//找到車輛i的step次任務點j
{
dist[i]+=dist_M[pre][j];
weight[i]+=GPNode.weight[j];
time[i]+=dist_M[pre][j]/speed;
if(time[i]>GPNode.end_time[j])
{
dist[i]+=pl*(time[i]-GPNode.end_time[j]);
time[i]+=GPNode.time[j];
}else
if(time[i]<GPNode.start_time[j])
{
dist[i]+=pe*(GPNode.start_time[j]-time[i]);
time[i]=GPNode.start_time[j]+GPNode.time[j];
}else
time[i]+=GPNode.time[j];
pre=j;
}
step=step+1;
}while(j<=TASKTW);
dist[i]+=dist_M[pre][0];
}
All_weight=0;
for(i=1;i<=VECHI;i++)
All_weight+=weight[i];
All_dist=0;
for(i=1;i<=VECHI;i++)
All_dist+=dist[i];
PNode->value=All_dist;
for(i=1;i<=VECHI;i++)
if(weight[i]>8.0)
{
do{
j=rand()%VECHI+1;
}while(j==i);
do{
k=rand()%TASKTW+1;
}while(PNode->Xv[k]!=i);
//從車輛中找出一輛取代i
PNode->Xv[k]=j;
goto label1;
}
return PNode->value;
}
void CPsoVrptw::initialize()
{
int i,j;
/*VNode[0].Node.Xv[1]=2;
VNode[0].Node.Xv[2]=2;
VNode[0].Node.Xv[3]=2;
VNode[0].Node.Xv[4]=1;
VNode[0].Node.Xv[5]=3;
VNode[0].Node.Xv[6]=1;
VNode[0].Node.Xv[7]=3;
VNode[0].Node.Xv[8]=3;
//
VNode[0].Node.iXr[1]=2;
VNode[0].Node.iXr[2]=3;
VNode[0].Node.iXr[3]=1;
VNode[0].Node.iXr[4]=2;
VNode[0].Node.iXr[5]=2;
VNode[0].Node.iXr[6]=1;
VNode[0].Node.iXr[7]=3;
VNode[0].Node.iXr[8]=1;
Eval(&VNode[0].Node);*/
for(i=0;i<PopSize;i++)
{
for(j=1;j<=TASKTW;j++)
{
VNode[i].Node.Xv[j]=rand()%VECHI+1;
VNode[i].Node.Xr[j]=rand()%TASKTW+1;
VNode[i].Node.Vv[j]=(rand()%10>5)?rand()%VECHI:(-(rand()%VECHI));
VNode[i].Node.Vr[j]=(rand()%10>5)?rand()%TASKTW:(-(rand()%TASKTW));
}
Eval(&VNode[i].Node);
}
for(i=0;i<PopSize;i++)
{
VNode[i].LocalNode=VNode[i].Node;
}
//生成局部最小
j=0;
double minvalue=MAX;
for(i=0;i<PopSize;i++)
{
if(VNode[i].Node.value<minvalue)
{
minvalue=VNode[i].Node.value;
j=i;
}
}
GBest=VNode[j].Node;
//全局最小值
}
void CPsoVrptw::localbest(int Pos)
{
if(VNode[Pos].Node.value<VNode[Pos].LocalNode.value)
VNode[Pos].LocalNode=VNode[Pos].Node;
}
void CPsoVrptw::globalbest(int Pos)
{
if(VNode[Pos].Node.value<GBest.value)
GBest=VNode[Pos].Node;
}
void CPsoVrptw::comput_Pso(int Pos)
{
int i;
double c1=0.729,r1=1.49445,r2=1.49445;
double s;
CPsoVrptw::PNODE PNode;
double rand1,rand2;
rand1=double(rand()%100)/100;
rand2=double(rand()%100)/100;
PNode=VNode[Pos].Node;
for(i=1;i<=TASKTW;i++)
{
PNode.Vv[i]=(int)(c1*PNode.Vv[i]+r1*rand1*(VNode[Pos].LocalNode.Xv[i]-PNode.Xv[i])+r2*rand2*(GBest.Xv[i]-PNode.Xv[i]));
if(PNode.Vv[i]>MaxVSpeed)
PNode.Vv[i]=MaxVSpeed;
if(PNode.Vv[i]<-MaxVSpeed)
PNode.Vv[i]=-MaxVSpeed;
PNode.Vr[i]=c1*PNode.Vr[i]+r1*rand1*(VNode[Pos].LocalNode.Xr[i]-PNode.Xr[i])+r2*rand2*(GBest.Xr[i]-PNode.Xr[i]);
if(PNode.Vr[i]>MaxRTWSpeed)
PNode.Vr[i]=MaxRTWSpeed;
if(PNode.Vr[i]<-MaxRTWSpeed)
PNode.Vr[i]=-MaxRTWSpeed;
}
for(i=1;i<=TASKTW;i++)
{
s=PNode.Xv[i]+PNode.Vv[i];
PNode.Xv[i]=s>(int)s?(int)s+1:(int)s;
if(PNode.Xv[i]>VECHI)
PNode.Xv[i]=VECHI;
if(PNode.Xv[i]<1)
PNode.Xv[i]=1;
PNode.Xr[i]=PNode.Xr[i]+PNode.Vr[i];
}
Eval(&PNode);
if(PNode.value>VNode[Pos].Node.value)
VNode[Pos].Node=PNode;
}
double CPsoVrptw::Vrp_Pso(int *Try_step)
{
int Step,i;
double prebest;
initialize();
prebest=GBest.value;
for(Step=0;Step<200;Step++)
{
for(i=0;i<PopSize;i++)
{
comput_Pso(i);
localbest(i);
globalbest(i);
}
if(fabs(prebest-GBest.value)<0.000001) {Step++;prebest=GBest.value;}
else
{Step=0;prebest=GBest.value;}
}//while(Step<20);
*Try_step=Step;
return GBest.value;
}
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