SI2020/gmo.cpp

#include <stdio.h>
#include <cstdlib> 
#include <iostream>
#include <ctime>
#include <string>
#include <math.h>
#include<bits/stdc++.h>
#include <algorithm>
#include <utility>
using namespace std;

string generateValue() {
	
	char trash[100];
	string x = itoa(rand() % 1000,trash,10);
	if (x.size() == 2) {
		x = "0" + x;
	}
	else if (x.size() == 1) {
		x = "00" + x;
	}
	
	return x;
	
}


string generateVegetable() {
	
	string taste = generateValue(); 
	string colour = generateValue();
	string size = generateValue();
	
	return taste + colour + size;
	
}


void generatePopulation(string * population,int length) {
	
	int i;
	for(i=0;i<length;i++) {
		population[i] = generateVegetable();
	}
}


int power(int x, int y) {
	
  if (y == 0) return 1;
  if (y == 1) return x;
  
  int temp = power(x, y/2);
  if (y%2 == 0) return temp * temp;
  else return x * temp * temp;
}


int stringToInt(string str,int size) {
	
	int x = 0;
	int i;
	reverse(str.begin(),str.end());
	
	for(i=0;i<size;i++) {
		x += (str[i] - '0') * power(10,i);
	}
	
	reverse(str.begin(),str.end());
	
	return x;	
}


int fitness(string vegetable) {
	
	int taste = stringToInt(vegetable.substr(0,3),3);
	int colour = stringToInt(vegetable.substr(3,3),3);
	int size = stringToInt(vegetable.substr(6,3),3);
	
	return (taste+colour+size)/3;
}


bool comparePair(const pair<int, string>&i, const pair<int, string>&j)
{
   	return i.first > j.first;
}

    
void ranking(string * population,string * parents, int populationSize, int parentsNumber) {
	
	int i;
	pair <int,string> fitnessTable[populationSize];
	for(i=0;i<populationSize;i++) { 
		fitnessTable[i] =  make_pair(fitness(population[i]),population[i]);
	}
	
	sort(fitnessTable,fitnessTable+populationSize,comparePair);
	
	for(i=0;i<parentsNumber;i++) {
		parents[i] = fitnessTable[i].second;
	}	
}


bool exists(int len, int * array, int element) {
	
	int i;
	for(i=0;i<len;i++) {
		if (array[i] == element) return true;
	}
	return false;
}


void selection(string * population,string * parents, int populationSize, int parentsNumber) {
	
	int i,j,k;
	pair <int,string> fitnessTable[populationSize];
	for(i=0;i<populationSize;i++) { 
		fitnessTable[i] =  make_pair(fitness(population[i]),population[i]);
	}
	
	sort(fitnessTable,fitnessTable+populationSize,comparePair);
	
	int roulette;
	int taken[parentsNumber];
	int sum = 0;
	for(i=0;i<parentsNumber;i++) {
		for(j = populationSize - 1;j>=0;j--) {
			if(not exists(parentsNumber,taken,j)) {
				sum += 	fitnessTable[j].first;
				fitnessTable[j].first = sum;
			}
			
		}
		roulette = rand() % fitnessTable[0].first;
		j = 0;
		while(exists(parentsNumber,taken,j)) {
			j += 1;
		}
		while(roulette > fitnessTable[j].first and j<populationSize) {
			if(not exists(parentsNumber,taken,j)) {
				roulette -= fitnessTable[j].first;
			}
			j+=1;
		}
		parents[i] = fitnessTable[j].second;
		taken[i] = j;
	}
	
	
		
}


int newton(int n,int k) {
	
	if (k==0 or n==k) return 1;
	else return newton(n-1,k-1) + newton(n-1,k);
}


string mutate(string child) {
	
	int d3 = rand() % 3;
	string mutation = generateValue();
	switch(d3) {
		case 0:
			child = mutation + child.substr(3,6);
			break;
		case 1:
			child = child.substr(0,3) + mutation + child.substr(6,3);
			break;
		case 2:
			child = child.substr(0,6) + mutation;
			break;
	}
	
	return child;
}


string cross(string parent[2]) {
	
	int i;
	string child = "";
	for(i=0;i<3;i++) {
		child += parent[rand() % 2].substr(i*3,3);
	}
	if (child == parent[0] or child == parent[1]) {
		string other;
		if (child == parent[0]) other = parent[1];
		else other = parent[0];
		int d3 = rand() % 3;
		switch(d3) {
			case 0:
				child = other.substr((rand() % 3)*3,3) + child.substr(3,6);
				break;
			case 1:
				child = child.substr(0,3) + other.substr((rand() % 3)*3,3) + child.substr(6,3);
				break;
			case 2:
				child = child.substr(0,6) + other.substr((rand() % 3)*3,3);
				break;
		}
	}
	int d1000 = rand() % 1000;
	if (rand() % 100 == 0) {
		child = mutate(child);
	}
	return child;
}


void crossover(string * parents,string * nextGen,int parentsNumber,int nextGenSize) {
	
	int counter = 0;
	int i,j;
	for(i=0;i<parentsNumber;i++) {
		if (counter >= nextGenSize) {
			break;
		}
		else {
			nextGen[counter] = parents[i];
		counter +=1;
		}
	}
	while(counter < nextGenSize) {
		for(i=0;i<parentsNumber;i++) {
			if (counter >= nextGenSize) {
				break;
			}
			else {
				for(j=i;j<parentsNumber;j++) {
					if (counter >= nextGenSize) {
					break;
					}
					else {
						string couple[2];
						couple[0] = parents[i];
						couple[1] = parents[j];
						nextGen[counter] = cross(couple);
						counter += 1;
					}
				}
			}
		}
	}
}


void genetic_algorithm(string * population, int populationSize, int parentsNumber,string * outcome, int outcomeSize) {
	
	int iteration,i;
	for(iteration=0;iteration<5;iteration++) {
		string * parents = new string[parentsNumber];
		selection(population,parents,populationSize,parentsNumber);
		
		string * nextGen = new string[populationSize];
		crossover(parents,nextGen,parentsNumber,populationSize);
		
		delete[] population;
		
		population = new string[populationSize];
		for(i=0;i<populationSize;i++) {
			population[i] = nextGen[i];
		}
		delete[] nextGen;
	}
	ranking(population,outcome,populationSize,outcomeSize);
}
int main() {
	
	
	srand(time(0));
	
	int i;
	int populationSize = 500;
	int parentsNumber = populationSize - 5;
	string * population = new string[populationSize];
	
	generatePopulation(population,populationSize);
	
	string vegetablesForPlanting[20]; 
	genetic_algorithm(population, populationSize, parentsNumber,vegetablesForPlanting, 20);
	
	cout << atoi("000000000");
	
	
	return 0;
}