private void InitiatePopulation(StrategyGeneratorConfig strategyGeneratorConfig)
{
var generator = new StrategiesGenerator(maxLength, strategyGeneratorConfig);
var initialStrategies = Enumerable.Range(0, size).Select(i => generator.GenerateProgram());
UpdateStrategies(initialStrategies);
}
public void GenerateRandomProgram_should_return_working_program()
{
var generator = new StrategiesGenerator(30);
var program = generator.GenerateProgram();
Assert.IsTrue(StrategiesGenerator.CheckProgram(program.commands));
}
public void GetPanmixia_returns_valid_strategy()
{
var initialStrategies = new List <Strategy>();
for (int i = 0; i < config.PopulationSize; i++)
{
initialStrategies.Add(StrategiesGenerator.GenerateProgram());
}
var strategies = crossover.GetPanmixia(initialStrategies);
foreach (var strategy in strategies)
{
Assert.IsTrue(StrategiesGenerator.CheckProgram(strategy.commands));
}
}
public void GetMutatedSpecies_returns_valid_strategy()
{
var initialStrategies = new List <Strategy>();
for (int i = 0; i < config.PopulationSize; i++)
{
initialStrategies.Add(StrategiesGenerator.GenerateProgram());
}
var strategies = mutation.GetMutatedSpecies(initialStrategies, 10);
foreach (var strategy in strategies)
{
Assert.IsTrue(StrategiesGenerator.CheckProgram(strategy.commands));
}
}
// public static void Main()
// {
// Clear();
// var configuration = Configuration.DeserializeFromFile(ConfigFilename);
// var geneticAlgorithm = new GeneticAlgorithm(configuration);
// geneticAlgorithm.Run();
// }
//
// private static void Clear()
// {
// for (int i = 0; i < 30; i++)
// {
// string folderName = $"Logs\\Generation{i}";
// if (Directory.Exists(folderName))
// Directory.Delete(folderName, true);
// }
// }
public static void Main()
{
var configuration = Configuration.DeserializeFromFile(ConfigFilename);
var strategiesGenerator = new StrategiesGenerator(5000);
var strategy = strategiesGenerator.GenerateProgram();
var enemyStrategy = strategiesGenerator.GenerateEnemyProgram();
System.IO.File.WriteAllLines("strategy.txt", strategy.commands);
var mapGenerator = new MapGenerator(configuration);
var map = mapGenerator.GenerateMap();
// SerializeMap(map);
var simulator = new BattleSimulator(map, strategy, enemyStrategy, true);
var value = simulator.Execute();
Console.WriteLine($"Fitness value: {value}");
}