// gasample.cpp : Defines the entry point for the console application.
//
#include "StdAfx.h"
#include <stdio.h>
#include "malloc.h"
#include <math.h>
#include "stdlib.h"
/* 全局變量 */
struct individual                       /* 個體*/
{
    unsigned *chrom;                    /* 染色體 */
    double   fitness;                   /* 個體適應度*/
    double   varible;                   /* 個體對應的變量值*/
    int      xsite;                     /* 交叉位置 */
    int      parent[2];                 /* 父個體  */
    int      *utility;                  /* 特定數(shù)據(jù)指針變量 */
};
struct bestever                         /* 最佳個體*/
{
    unsigned *chrom;                    /* 最佳個體染色體*/
    double   fitness;                   /* 最佳個體適應度 */
    double   varible;                   /* 最佳個體對應的變量值 */
    int      generation;                /* 最佳個體生成代 */
};
 struct individual *oldpop;             /* 當前代種群 */
 struct individual *newpop;             /* 新一代種群 */
 struct bestever bestfit;               /* 最佳個體 */
 double sumfitness;                     /* 種群中個體適應度累計 */
 double max;                            /* 種群中個體最大適應度 */
 double avg;                            /* 種群中個體平均適應度 */
 double min;                            /* 種群中個體最小適應度 */
 float  pcross;                         /* 交叉概率 */
 float  pmutation;                      /* 變異概率 */
 int    popsize;                        /* 種群大小  */
 int    lchrom;                         /* 染色體長度*/
 int    chromsize;                      /* 存儲一染色體所需字節(jié)數(shù) */
 int    gen;                            /* 當前世代數(shù) */
 int    maxgen;                         /* 最大世代數(shù)   */
 int    run;                            /* 當前運行次數(shù) */
 int    maxruns;                        /* 總運行次數(shù)   */
 int    printstrings;                   /* 輸出染色體編碼的判斷，0 -- 不輸出, 1 -- 輸出 */
 int    nmutation;                      /* 當前代變異發(fā)生次數(shù) */
 int    ncross;                         /* 當前代交叉發(fā)生次數(shù) */

/* 隨機數(shù)發(fā)生器使用的靜態(tài)變量 */
static double oldrand[55];
static int jrand;
static double rndx2;
static int rndcalcflag;
/* 輸出文件指針 */
FILE *outfp ;
/* 函數(shù)定義 */
void advance_random();
int flip(float);rnd(int, int);
void randomize();
double randomnormaldeviate();
float randomperc(),rndreal(float,float);
void warmup_random(float);
void initialize(),initdata(),initpop();
void initreport(),generation(),initmalloc();
void freeall(),nomemory(char *),report();
void writepop(),writechrom(unsigned *);
void preselect();
void statistics(struct individual *);
void title(),repchar (FILE *,char *,int);
void skip(FILE *,int);
int select();
void objfunc(struct individual *);
int crossover (unsigned *, unsigned *, unsigned *, unsigned *);
void mutation(unsigned *);


void initialize()  /* 遺傳算法初始化 */
{
    /* 鍵盤輸入遺傳算法參數(shù) */
    initdata();
    /* 確定染色體的字節(jié)長度 */
    chromsize = (lchrom/(8*sizeof(unsigned)));
    if(lchrom%(8*sizeof(unsigned))) chromsize++;
    /*分配給全局數(shù)據(jù)結構空間 */
    initmalloc();
    /* 初始化隨機數(shù)發(fā)生器 */
    randomize();
    /* 初始化全局計數(shù)變量和一些數(shù)值*/
    nmutation = 0;
    ncross = 0;
    bestfit.fitness = 0.0;
    bestfit.generation = 0;
    /* 初始化種群，并統(tǒng)計計算結果 */
    initpop();
    statistics(oldpop);
    initreport();
}

void initdata()   /* 遺傳算法參數(shù)輸入 */
{
   char  answer[2];
    
   printf("種群大小(50-200)：");
   scanf("%d", &popsize);
    if((popsize%2) != 0)
      {
	printf( "種群大小已設置為偶數(shù)\n");
	popsize++;
      };
   
  printf("染色體長度(64-1000)：");
   scanf("%d", &lchrom);
   
   printf("是否輸出染色體編碼(y/n)：");
   printstrings=1;
   scanf("%s", answer);
    //if(strncmp(answer,"n",1) == 0) printstrings = 0;
   printf("最大世代數(shù)(100-300)：");
   scanf("%d", &maxgen);
   
   printf("交叉率(0.2-0.99)：");
   scanf("%f", &pcross);
  
   printf("變異率(0.01-0.9)：");
   scanf("%f", &pmutation);
}

void initpop()  /* 隨機初始化種群 */
{
    int j, j1, k, stop;
    unsigned mask = 1;
    for(j = 0; j < popsize; j++)
    {
        for(k = 0; k < chromsize; k++)
        {
            oldpop[j].chrom[k] = 0;
            if(k == (chromsize-1))
                stop = lchrom - (k*(8*sizeof(unsigned)));
            else
                stop =8*sizeof(unsigned);
            for(j1 = 1; j1 <= stop; j1++)
            {
               oldpop[j].chrom[k] = oldpop[j].chrom[k]<<1;
               if(flip(0.5))
                  oldpop[j].chrom[k] = oldpop[j].chrom[k]|mask;
            }
        }
        oldpop[j].parent[0] = 0; /* 初始父個體信息 */
        oldpop[j].parent[1] = 0;
        oldpop[j].xsite = 0;
        objfunc(&(oldpop[j]));  /* 計算初始適應度*/
    }
}

void initreport()  /* 初始參數(shù)輸出 */
{
   // void   skip();
    skip(outfp,1);
    printf("             基本遺傳算法參數(shù)\n");
    printf(" -------------------------------------------------\n");
    printf("    種群大小(popsize)     =   %d\n",popsize);
    printf("    染色體長度(lchrom)    =   %d\n",lchrom);
    printf("    最大進化代數(shù)(maxgen)  =   %d\n",maxgen);
    printf("    交叉概率(pcross)        = %f\n", pcross);
    printf("    變異概率(pmutation)     = %f\n", pmutation);
    printf(" -------------------------------------------------\n");
    skip(outfp,1);
    fflush(outfp);
}

void generation()
{
  int mate1, mate2, jcross, j = 0;
  /*  每代運算前進行預選 */
  preselect();
  /* 選擇, 交叉, 變異 */
  do
    {
      /* 挑選交叉配對 */
      mate1 = select();
      mate2 = select();
      /* 交叉和變異 */
      jcross = crossover(oldpop[mate1].chrom, oldpop[mate2].chrom, newpop[j].chrom, newpop[j+1].chrom);
      mutation(newpop[j].chrom);
      mutation(newpop[j+1].chrom);
      /* 解碼, 計算適應度 */
      objfunc(&(newpop[j]));
      /*記錄親子關系和交叉位置 */
      newpop[j].parent[0] = mate1+1;
      newpop[j].xsite = jcross;
      newpop[j].parent[1] = mate2+1;
      objfunc(&(newpop[j+1]));
      newpop[j+1].parent[0] = mate1+1;
      newpop[j+1].xsite = jcross;
      newpop[j+1].parent[1] = mate2+1;
      j = j + 2;
    }
  while(j < (popsize-1));

}

void initmalloc()     /*為全局數(shù)據(jù)變量分配空間 */
{
  unsigned nbytes;
  //char  *malloc();
  int j;
  /* 分配給當前代和新一代種群內(nèi)存空間 */
  nbytes = popsize*sizeof(struct individual);
  if((oldpop = (struct individual *) malloc(nbytes)) == NULL)
    nomemory("oldpop");
  if((newpop = (struct individual *) malloc(nbytes)) == NULL)
    nomemory("newpop");
  /* 分配給染色體內(nèi)存空間 */
  nbytes = chromsize*sizeof(unsigned);
  for(j = 0; j < popsize; j++)
    {
      if((oldpop[j].chrom = (unsigned *) malloc(nbytes)) == NULL)
	nomemory("oldpop chromosomes");
      if((newpop[j].chrom = (unsigned *) malloc(nbytes)) == NULL)
	nomemory("newpop chromosomes");
    }
  if((bestfit.chrom = (unsigned *) malloc(nbytes)) == NULL)
    nomemory("bestfit chromosome");

}

void freeall()    /* 釋放內(nèi)存空間 */
{
  int i;
   for(i = 0; i < popsize; i++)
    {
      free(oldpop[i].chrom);
      free(newpop[i].chrom);
    }
  free(oldpop);
  free(newpop);
  free(bestfit.chrom);
   }

void nomemory(char *string) /* 內(nèi)存不足，退出*/
{
  printf("malloc: out of memory making %s!!\n",string);
  exit(-1);
}

void report()    /* 輸出種群統(tǒng)計結果 */
{
    //void  repchar(), skip();
    //void  writepop(), writestats();
    repchar(outfp,"-",80);
    skip(outfp,1); 
    if(printstrings == 1)
    {
        repchar(outfp," ",((80-17)/2));
        printf("模擬計算統(tǒng)計報告  \n");
        printf( "世代數(shù) %3d", gen);
        repchar(outfp," ",(80-28));
        printf( "世代數(shù) %3d\n", (gen+1));
        printf("個體  染色體編碼");
        repchar(outfp," ",lchrom-5);
        printf("適應度    父個體 交叉位置  ");
        printf("染色體編碼 ");
        repchar(outfp," ",lchrom-5);
        printf("適應度\n");
        repchar(outfp,"-",80);
        skip(outfp,1);
       // writepop(outfp);
        repchar(outfp,"-",80);
        skip(outfp,1);
     }
    printf("第 %d 代統(tǒng)計: \n",gen);
    printf("總交叉操作次數(shù) = %d, 總變異操作數(shù) = %d\n",ncross,nmutation);
    printf(" 最小適應度：%f 最大適應度：%f  平均適應度 %f\n", min,max,avg);
    printf(" 迄今發(fā)現(xiàn)最佳個體 => 所在代數(shù)： %d  ", bestfit.generation);
    printf(" 適應度：%f  染色體：", bestfit.fitness);
    writechrom((&bestfit)->chrom);
    printf(" 對應的變量值: %f", bestfit.varible);
    skip(outfp,1);
    repchar(outfp,"-",80);
    skip(outfp,1);  
}

void writepop()
{
    struct individual *pind;
    int j;
    for(j=0; j<popsize; j++)
    {
        printf("%3d)  ",j+1);
        /* 當前代個體 */
        pind = &(oldpop[j]);
        writechrom(pind->chrom);
       printf("  %8f | ", pind->fitness);
        /* 新一代個體 */
        pind = &(newpop[j]);
        printf("(%2d,%2d)   %2d   ",
        pind->parent[0], pind->parent[1], pind->xsite);
        writechrom(pind->chrom);
        printf("  %8f\n", pind->fitness);
    }
}

void writechrom(unsigned *chrom) /* 輸出染色體編碼 */
{
    int j, k, stop;
    unsigned mask = 1, tmp;
    for(k = 0; k < chromsize; k++)
    {
        tmp = chrom[k];
        if(k == (chromsize-1))
            stop = lchrom - (k*(8*sizeof(unsigned)));
        else
            stop =8*sizeof(unsigned);
        for(j = 0; j < stop; j++)
        {
            if(tmp&mask)
                printf("1");
            else
                printf("0");
            tmp = tmp>>1;
        }
    }
}