tuiliji/GenAlogrithm/GeneticAlgorithm.h

#ifndef GENETICALGORITHM_H
#define GENETICALGORITHM_H
#pragma once
#include <iostream>
#include <vector>
#include <cmath>
#include <algorithm>
#include <ctime>
#include <cstdlib>
#include<map>
#include"datadef.h"
#include <string>


class GeneticAlgorithm {
public:
    GeneticAlgorithm(std::map<std::string, int> redLst, std::map<std::string, int> blueLst,\
					std::map<std::string, ABILITY*>& flst,std::map<std::string, ABILITY*>& slst,\
					std::map<std::string, ABILITY*>& alst,std::map<std::string, ABILITY*>& glst);
	void init();
    void run();

private:
    // <20>췽װ<ECB7BD><D7B0>Ҫ<EFBFBD><D2AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    int mkj500;
    int mj16d;
    int mj20;
    int mwg2;
    int mgj11;
    int mh6k;
	int mj11;
	int myg9;
	int mwuzhen10;
	int mkj2000;


    // <20>췽װ<ECB7BD><D7B0>Ҫ<EFBFBD>ص<EFBFBD><D8B5><EFBFBD><EFBFBD>ɱ<EFBFBD>
    double ckj500;
    double cj16d;
    double cj20;
    double cwg2;
    double cgj11;
    double ch6k;
	double cj11;
	double cyg9;
	double cwuzhen10;
	double ckj2000;

	//----------------------------------------------------------------------//
	// <20><><EFBFBD><EFBFBD>˫<EFBFBD><CBAB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>װ<EFBFBD><D7B0>Ҫ<EFBFBD>ص<EFBFBD><D8B5><EFBFBD><EFBFBD><EFBFBD>ֵ
	// ̽<><CCBD>
	double kj500DA;
	double kj2000DA;
	double wuzhen10DA;
	double hangmuDA;
	double taiwanDA;
	double ribenDA;
	double hanguoDA;
	double alibokeDA;
	// <20><><EFBFBD><EFBFBD>
	double j16dDA;
	double j20DA;
	double gj2DA;
	double gj11DA;
	double h6kDA;
	double j11DA;
	double yg9DA;
	double f15DA;
	double ea18gDA;
	double gaopaoDA;
	double zhihuisuoDA;
	double agzDA;
	double tiangongDA;
	// <20><><EFBFBD><EFBFBD>
	double j20AA;
	double j11AA;
	double gj11AA;
	double gj2AA;
	double h6kAA;
	double f15AA;
	double taiwanAA;
	double ribenAA;
	double hanguoAA;
	double alibokeAA;
	double hangmuAA;
	double agzAA;
	double tiangongAA;
	double gaopaoAA;
	// <20><><EFBFBD><EFBFBD>
	double kj500AA;
	double kj2000AA;
	double wuzhen10AA;
	double ea18gAA;
	double yg9AA;
	double j16dAA;
	double zhihuisuoAA;
	// <20><><EFBFBD><EFBFBD>
	double j16dIA;
	double yg9IA;
	double ea18gIA;
	double hangmuIA;
	double alibokeIA;
	double hanguoIA;
	double ribenIA;
	double taiwanIA;
	// <20><><EFBFBD><EFBFBD>
	double kj500IA;
	double kj2000IA;
	double j20IA;
	double gj2IA;
	double gj11IA;
	double h6kIA;
	double j11IA;
	double wuzhen10IA;
	double f15IA;
	double agzIA;
	double tiangongIA;
	double zhihuisuoIA;
	double gaopaoIA;
	// <20><><EFBFBD><EFBFBD>
	double kj500SA;
	double kj2000SA;
	double j16dSA;
	double j20SA;
	double gj2SA;
	double gj11SA;
	double h6kSA;
	double j11SA;
	double wuzhen10SA;
	double yg9SA;
	double f15SA;
	double taiwanSA;
	double ribenSA;
	double hanguoSA;
	double alibokeSA;
	double hangmuSA;
	double agzSA;
	double tiangongSA;
	double zhihuisuoSA;
	double ea18gSA;
	double gaopaoSA;
	//----------------------------------------------------------------------//

    // <20><><EFBFBD><EFBFBD>װ<EFBFBD><D7B0>Ҫ<EFBFBD>ظ<EFBFBD><D8B8><EFBFBD>
    int hm;
    int agz;
    int f15;
    int zhihuisuo;
	int tiangong;
	int taiwan;
	int riben;
	int hanguo;
	int aliboke;
	int ea18g;
	int zhuangjiache;
	int tank;
	int gaopao;

	// <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϵ<EFBFBD><CFB5>,<2C><><EFBFBD>ŵ<EFBFBD><C5B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͬ<EFBFBD>ⲻ<EFBFBD><E2B2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϵͳ<CFB5><CDB3>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̽<EFBFBD>ⲻ<EFBFBD><E2B2BB><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
	double wurenjiFactor;
	double yourenjiFactor;
	double shipFactor;
	double zhihuisuoFactor;
	double fighterdectectFactor;
	double lanfangdetectFactor;
	
public:
    struct Individual {
        int kj500, j16d, j20, wg2, gj11, h6k, j11, yg9, wuzhen10,kj2000;
        double fitness;

        Individual() : kj500(0), j16d(0), j20(0), wg2(0), gj11(0), h6k(0), j11(0), yg9(0), wuzhen10(0), kj2000(0), fitness(0.0) {}

        void calculateFitness(GeneticAlgorithm* ga);
    };
private:
	// <20><><EFBFBD><EFBFBD>ϵ<EFBFBD><CFB5>
	struct AbilityFactor {
        double DetectFactor;
		double AttackFactor;
		double InterfereFactor;
		double SurFactor;
    };
	

	std::vector<AbilityFactor> Factor;
	

    // <20>Ŵ<EFBFBD><C5B4>㷨<EFBFBD><E3B7A8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    int populationSize;
    int generations;
    double mutationRate;
    int tournamentSize;

    double logDef(double num);

    double calculateEfficiency(int kj500, int j16d, int j20, int wg2, int gj11, int h6k, int j11, int yg9, int wuzhen10, int kj2000);

    void initializePopulation(std::vector<Individual>& population, int hm, int ali, int tw, int hg, int rb, int zhihuisuo, int f15, int agz ,int tg,int gaopao);

    Individual tournamentSelection(const std::vector<Individual>& population);

    Individual crossover(const Individual& parent1, const Individual& parent2);

    void mutate(Individual& individual);
};

#endif // GENETICALGORITHM_H