GeneticAlgorithm

A simple genetic algorithm that simule the string evolution by a lot generations making crossover betwen the genes(strings) for each generation.

##PseudoCode

	S(t) is the chromosomes population in t generation
	t ? 0
	initialize S(t)
	eveluate S(t)
	while(false) 
	t ? t+ 1
	select S(t) from S(t- 1)
	apply crossover at S(t)
 	apply mutation at S(t)
 	eveluate S(t)
	end (or repeat)

Getting Started

Just Dowlaod this and run.

You can change some values to test more settings at Program Class(when have the Main Method)

	    //result that program must find
            Algorithm.FinalResult = "Ola Mundo";
            //letters the program can use
            Algorithm.Characters = "!,.:;?áÁãÃâÂõÕôÔóÓéêÉÊíQWERTYUIOPASDFGHJKLÇZXCVBNMqwertyuiopasdfghjklçzxcvbnm1234567890 ";
            Algorithm.CrossoverRate = 0.6;
            Algorithm.MutationRate = 0.3;
            //just set true
            bool eltism = true;
            //Population Lenth for each generation
            int PopulationLenth = 100;
            long MaxGenerations = 10000;

Prerequisites

Visual Studio only

Installing

Just dowload the project and set a double-click into Geneticalgorithm.sln

Contributing

Look the issues, fork me and send a pull request.