写一个优化水库调度的遗传算法代码
时间: 2023-03-13 16:29:34 浏览: 107
水库调度程序代码(遗传算法)
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答:public class GeneticAlgorithm {
//种群数量
int populationSize;
//最大迭代次数
int maxGenerations;
//染色体长度
int chromosomeLength;
//精英个体数
int eliteCount;
//变异概率
double mutationProbability;
//交叉概率
double crossoverProbability;
//最佳适应度
double bestFitness;
//最佳染色体
int[] bestChromosome;
//构造函数
public GeneticAlgorithm(int populationSize, int maxGenerations, int chromosomeLength, int eliteCount, double mutationProbability, double crossoverProbability) {
this.populationSize = populationSize;
this.maxGenerations = maxGenerations;
this.chromosomeLength = chromosomeLength;
this.eliteCount = eliteCount;
this.mutationProbability = mutationProbability;
this.crossoverProbability = crossoverProbability;
}
//初始化种群
public void initPopulation(){
//TODO
}
//计算适应度函数
public double calculateFitness(int[] chromosome){
//TODO
}
//选择个体
public void selection(){
//TODO
}
//交叉操作
public void crossover(){
//TODO
}
//变异操作
public void mutate(){
//TODO
}
//主算法
public void solve(){
//TODO
}
}
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