?? gaqueen.cpp
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// GAQueen.cpp: implementation of the CGAQueen class.
//
//////////////////////////////////////////////////////////////////////
#include "stdafx.h"
#include "GAQueen.h"
#ifdef _DEBUG
#undef THIS_FILE
static char THIS_FILE[]=__FILE__;
#define new DEBUG_NEW
#endif
//////////////////////////////////////////////////////////////////////
// Construction/Destruction
//////////////////////////////////////////////////////////////////////
CGAQueen::CGAQueen(int nPopulation,int nIteration,float Mutation,int iChBoard)
{
Clear();
srand( (unsigned)time( NULL ) );
Population=nPopulation;
Iteration=nIteration;
MutationRate=Mutation;
ChessBoradLenght=iChBoard;
}
CGAQueen::~CGAQueen()
{
}
int CGAQueen::CostFunc(int index)
{
// Determine The CostFunction of matrix[][index] and return the Cost Value
// The Best Cost is zero
int costValue=0;
int m,n;
int i,j;
for(i=0;i<ChessBoradLenght;i++)
{
j=ChromosomeMatrix[i][index];
m=i+1;
n=j-1;
while(m<ChessBoradLenght && n>=0)
{
if(area[m][n]==1)
{
costValue++; // there is a queen that takes the other one
}
m++;
n--;
}
m=i+1;
n=j+1;
while(m<ChessBoradLenght && n<ChessBoradLenght )
{
if(area[m][n]==1)
{
costValue++;// there is a queen that takes the other one
}
m++;
n++;
}
m=i-1;
n=j-1;
while(m>=0 && n>=0)
{
if(area[m][n]==1)
{
costValue++;// there is a queen that takes the other one
}
m--;
n--;
}
m=i-1;
n=j+1;
while(m>=0 && n<ChessBoradLenght)
{
if(area[m][n]==1)
{
costValue++;// there is a queen that takes the other one
}
m--;
n++;
}
}
return costValue;
}
void CGAQueen::Clear()
{
// to Reset All cells
for (int i=0;i<ChessBoradLenght;i++)
for (int j=0;j<ChessBoradLenght;j++)
area[i][j]=0;
}
void CGAQueen::InitialPopulation()
{
int random;
bool bCheck;
for (int index=0;index<=Population-1;index++)
for (int a=0;a<ChessBoradLenght;a++)
{
random=rand();
bCheck=1;
for (int b=0;b<a;b++)
if (random%ChessBoradLenght==ChromosomeMatrix[b][index])
bCheck=0;
if (bCheck)
ChromosomeMatrix[a][index]=random%ChessBoradLenght;
else
a--;
}
}
void CGAQueen::PopulationSort()
{
bool k=1;
int Temp;
while(k)
{
k=0;
for (int i=0;i<=Population-2;i++)
{
if (CostMatrix[i]>CostMatrix[i+1])
{
Temp=CostMatrix[i];
CostMatrix[i]=CostMatrix[i+1];
CostMatrix[i+1]=Temp;
for (int j=0;j<ChessBoradLenght;j++)
{
Temp=ChromosomeMatrix[j][i];
ChromosomeMatrix[j][i]=ChromosomeMatrix[j][i+1];
ChromosomeMatrix[j][i+1]=Temp;
}
k=1;
}
}
}
}
void CGAQueen::Mating()
{
int TempMatrix[30][2];
int TempMatrix0[30],TempMatrix1[30];
int Temp,j,k;
for (int index=0;index<=(Population/4)-1;index++)
for (int t=0;t<=1;t++)
{
for(int i=0;i<ChessBoradLenght;i++)
{
TempMatrix0[i]=ChromosomeMatrix[i][2*index];
TempMatrix1[i]=ChromosomeMatrix[i][2*index+1];
}
for (i=0;i<ChessBoradLenght;i++)
if(CrossOverMatrix[i][2*index+t]==0)
{
for (j=0;j<ChessBoradLenght;j++)
if(TempMatrix0[j]!=100)
{
TempMatrix[i][t]=TempMatrix0[j];
Temp=TempMatrix0[j];
TempMatrix0[j]=100;
j=ChessBoradLenght-1;
for (k=0;k<ChessBoradLenght;k++)
{
if (TempMatrix1[k]==Temp)
{
TempMatrix1[k]=100;
k=ChessBoradLenght-1;
}
}
}
}
else
{
for (j=0;j<ChessBoradLenght;j++)
if(TempMatrix1[j]!=100)
{
TempMatrix[i][t]=TempMatrix1[j];
Temp=TempMatrix1[j];
TempMatrix1[j]=100;
j=ChessBoradLenght-1;
for (k=0;k<ChessBoradLenght;k++)
{
if (TempMatrix0[k]==Temp)
{
TempMatrix0[k]=100;
k=ChessBoradLenght-1;
}
}
}
}
for(i=0;i<ChessBoradLenght;i++)
ChromosomeMatrix[i][2*index+Population/2+t]=TempMatrix[i][t];
}
}
void CGAQueen::GenerateCrossOverMatrix()
{
// generate a matrix with random 0's and 1's
int randomCrossOver;
for (int index=0;index<=Population-1;index++)
for (int a=0;a<ChessBoradLenght;a++)
{
randomCrossOver=rand();
CrossOverMatrix[a][index]=randomCrossOver%2;
}
}
void CGAQueen::ApplyMutation()
{
// a random for selecting chromosome
// a random for selecting genes from selected chromosome
int randomChromosome;
int randomGen0,randomGen1;
int Temp;
// the following formula is a mutation formula to obtain the number of Mutation
int NumberOfMutation=int(MutationRate*(Population-1)*ChessBoradLenght);
for(int k=0;k<=NumberOfMutation;k++)
{
randomChromosome=0;
while((randomChromosome=rand()%Population)==0);// random chromosome exept number 0
randomGen0=rand()%ChessBoradLenght;// random genes from chromosome
while((randomGen1=rand()%ChessBoradLenght)==randomGen0);
// Apply Mutation
Temp=ChromosomeMatrix[randomGen0][randomChromosome];
ChromosomeMatrix[randomGen0][randomChromosome]=ChromosomeMatrix[randomGen1][randomChromosome];
ChromosomeMatrix[randomGen0][randomChromosome]=Temp;
}
}
void CGAQueen::FillArea(int index)
{
// to Fill Area with Desired Solution Matrix
Clear();
for (int i=0;i<ChessBoradLenght;i++)
area[i][ChromosomeMatrix[i][index]]=1;
// after this if there is a queen in a cell , its value will be 1
// The other cells value will be 0
}
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