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population.c
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/*
*Coded by Luis Felipe Ariza Vesga
*Universidad Nacional de Colombia
*EURECOM
*2017
*lfarizav@unal.edu.co, ariza@eurecom.fr
*(' .-. .-. .-. .-. .--. .-.
*(' | } { | | \{ | / {} \ } |
*(' \ `-' / | }\ { / /\ \ } '--.
*(' `---' `-' `-' `-' `-' `----'
*(' ,----, ,-, ,-. ,---. .----. .----. .---. .-. .-.
*(' } |__} | } { | } }}_} } |__} | }`-' / {-. \ } \/ {
*(' } '__} \ `-' / | } \ } '__} | },-. \ '-} / | { } |
*(' `----' `---' `-'-' `----' `----' `---' `-' `-'
*/
#include <math.h>
#include <stdlib.h>
#include <stdio.h>
#include<stdio.h>
#include<string.h>
#include<pthread.h>
#include<stdlib.h>
#include<unistd.h>
#include <stdbool.h>
//#include "SIMULATION/TOOLS/xxx.h" user xxx.h file
//#include"individual.h"
#include"population.h"
/*sizeof(indiv.genes)/sizeof(indiv.genes[0]
* Constructors
*/
// Create a population
void generatePopulation(struct population* populationPtr,char OneElementPopulation[],unsigned long sizepopulation, unsigned long sizeindividual, unsigned int initialise) {
int i;
struct individual tempindiv,temponeindividual, *tempindivPtr, *temponeindividualPtr;
tempindivPtr=&tempindiv;
temponeindividualPtr=&temponeindividual;
init_individual(temponeindividualPtr,sizeindividual);
temponeindividualPtr->genes=OneElementPopulation;
init_population(populationPtr,sizepopulation,sizeindividual);
if (initialise) {
//printf("the value of initialise is :%d\n",initialise);
// Loop and create population
for (i = 0; i <sizepopulation ; i++) {
//printf("the value of i is :%d\n",i);
//Individual newIndividual = new Individual();
generateIndividual(tempindivPtr,temponeindividualPtr,sizeindividual);
populationPtr->individuals[i]=tempindivPtr->genes;
populationPtr->fitness[i]=0;
}
}
else {
//printf("the value of initialise is :%d\n",initialise);
// Loop and create population
for (i = 0; i <populationPtr->defaultPopulationSize ; i++) {
//printf("the value of i is :%d\n",i);
//Individual newIndividual = new Individual();
generateIndividualZero(tempindivPtr,temponeindividualPtr,sizeindividual);
populationPtr->individuals[i]=tempindivPtr->genes;
populationPtr->fitness[i]=0;
}
}
getFitnessPopulation(populationPtr,OneElementPopulation);
}
void toStringPopulation(struct population* populationPtr) {
int i,j;
printf("\nPopulation is:\n");
for (i = 0; i<populationPtr->defaultPopulationSize; i++) {
for (j=0; j<populationPtr->defaultGeneLength; j++) {
printf("%c",populationPtr->individuals[i][j]);
}
printf("\n");
}
printf("\nFitness values are:\n");
for (i = 0; i<populationPtr->defaultPopulationSize; i++) {
printf("%d\n",(int)populationPtr->fitness[i]);
}
getFittest(populationPtr);
}
void init_population(struct population* populationPtr,unsigned long sizepopulation, unsigned long sizeindividual){
populationPtr->defaultPopulationSize=sizepopulation;
populationPtr->defaultGeneLength=sizeindividual;
populationPtr->fittest= 0;
populationPtr->individuals = (char**)malloc(sizepopulation * sizeof(char*));
populationPtr->fitness= (unsigned long*)malloc(sizepopulation*sizeof(unsigned long));
populationPtr->randomindividual= (char*)malloc(sizeindividual*sizeof(char));
//printf("defaultPopulationSize %d\n",populationPtr->defaultPopulationSize=sizepopulation);
//printf("defaultGeneLength %d\n",populationPtr->defaultGeneLength=sizeindividual);
}
/* Getters */
//struct individual getIndividual(struct population population, int index) {
// return population.population[index];
//}
void getFittest(struct population* populationPtr) {
int i;
// Loop through population to find fittest
for (i = 0; i < populationPtr->defaultPopulationSize; i++) {
if (populationPtr->fitness[i]>=populationPtr->fitness[populationPtr->fittest]) {
populationPtr->fittest = i;
}
}
//printf("The location of the fittest is %d\n",(int)populationPtr->fittest);
}
/* Public methods */
// Get population size
//int sizepopulation(struct population population) {
// return sizeof(population.population)/sizeof(population.population[0]);
//}
// Save individual
void saveIndividual(struct population* populationPtr,struct population* newpopulationPtr, unsigned int locationIndividualSource, unsigned int locationIndividualDestination) {
int i;
for (i=0;i<populationPtr->defaultGeneLength;i++){
newpopulationPtr->individuals[locationIndividualDestination][i]=populationPtr->individuals[locationIndividualSource][i];
}
//toStringPopulation(populationPtr);
//toStringPopulation(newpopulationPtr);
}
// Calculate inidividuals fittness by comparing it to our candidate solution
void getFitnessPopulation(struct population* populationPtr, char OneElementPopulation[]) {
int i,j;
unsigned long fitness;
//printf("The defaultGeneLength is %d\n",populationPtr->defaultGeneLength);
//printf("The defaultPopulationSize is %d\n",populationPtr->defaultPopulationSize);
for(i=0;i<populationPtr->defaultPopulationSize;i++){
fitness = 0;
// Loop through our individuals genes and compare them to our cadidates
for (j = 0; j < populationPtr->defaultGeneLength; j++) {
//printf("individual is %c random is %c\n",populationPtr->individuals[i][j],crossoverpopulationPtr[j]);
//printf("one element %d is %c\n",j,OneElementPopulation[j]);
if (populationPtr->individuals[i][j] == OneElementPopulation[j])
fitness++;
}
populationPtr->fitness[i]=fitness;
//printf("The fitness of individual %d is %d\n",i,fitness);
}
//printf("New fitness value are :\n");
//return fitness;
}
void randomIndividual (struct population *OneElementPopulationPtr,char OneElementPopulation[], unsigned int size){
int i,randtemp,halfrandmaxtemp;
int seed = time(0);
srand(seed*rand());
generatePopulation(OneElementPopulationPtr,OneElementPopulation,1,size,0);
}
void setSolution(struct population* populationPtr, char newSolution[], unsigned int individualslocation) {
//printf("Set the following solution:\n");
populationPtr->individuals[individualslocation]=newSolution;
//printf("%s\n",populationPtr->individuals[individualslocation]);
}