#ifndef GENETICALGORITHM_H #define GENETICALGORITHM_H #pragma once #include #include #include #include #include #include #include #include"datadef.h" #include class GeneticAlgorithm { public: GeneticAlgorithm(std::map redLst, std::map blueLst,\ std::map& flst,std::map& slst,\ std::map& alst,std::map& glst); void init(); void run(); private: // 红方装备要素数量限制 int mkj500; int mj16d; int mj20; int mwg2; int mgj11; int mh6k; int mj11; int myg9; int mwuzhen10; int mkj2000; // 红方装备要素单个成本 double ckj500; double cj16d; double cj20; double cwg2; double cgj11; double ch6k; double cj11; double cyg9; double cwuzhen10; double ckj2000; //----------------------------------------------------------------------// // 红蓝双方各个装备要素的能力值 // 探测 double kj500DA; double kj2000DA; double wuzhen10DA; double hangmuDA; double taiwanDA; double ribenDA; double hanguoDA; double alibokeDA; // 新增 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; // 攻击 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; // 新增 double kj500AA; double kj2000AA; double wuzhen10AA; double ea18gAA; double yg9AA; double j16dAA; double zhihuisuoAA; // 干扰 double j16dIA; double yg9IA; double ea18gIA; double hangmuIA; double alibokeIA; double hanguoIA; double ribenIA; double taiwanIA; // 新增 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; // 生存 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; //----------------------------------------------------------------------// // 蓝方装备要素个数 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; // 能力缩放系数,干扰的能力不同意不设变量，防空系统和指挥所的探测不设变量 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: // 能力系数 struct AbilityFactor { double DetectFactor; double AttackFactor; double InterfereFactor; double SurFactor; }; std::vector Factor; // 遗传算法超参数 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& 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& population); Individual crossover(const Individual& parent1, const Individual& parent2); void mutate(Individual& individual); }; #endif // GENETICALGORITHM_H