mutate.c

该算法实现了神经网络的遗传算法

/* file : mutate.c
 *
 * purpose : general mutation mechanisma for Binary string
 */

#include <stdlib.h>
#include <time.h>
#include <stdio.h>

void
Bmutate(int *Kid,double rate,int len,int kk,int fl_m,double *gaus)
/*int     *Kid;     pointer to the individual to be mutated */
/* double rate;     mutation rate */
/* int     len;     the length of vector */
/* int     kk;      each para for kk bits */
/* int     fl_m;    flag_m, 1: variable, 0: constant */
/* double *gaus;    probability vector */
{
	int i;
	double prob,rate_m;
	time_t t;

	if (rate>=1.0)
	{
		printf("Error: mutation rate must less than 1\n");
		exit(1);
	}
	if (rate<=0)
	{
		printf("Error: mutation rate must greater than 0\n");
		exit(1);
	}

	srand((unsigned) time(&t));

	for (i=0;i<len;i++)
	{

		prob=(1.0*(rand()%1000))/1000.0;

		if (fl_m==1)
		{
			rate_m=rate*gaus[i%kk];
			
		}
		else
			rate_m=rate;

		if (prob<=rate_m)
		{
			if (Kid[i]==0)
				Kid[i]=1;
			else
				Kid[i]=0;
		}
	}
}