public static void Main(string[] args)
{
var terrainFilePaths = new string[] { "./layers/grid.csv", "./layers/gradient.csv", "./layers/landscape.csv" };
// var terrainFilePaths = new string[] { "./layers/landscape.csv", "./layers/landscape.csv", "./layers/grid.csv" };
var fitnessVals = new List <List <float> >();
foreach (string terrainFilePath in terrainFilePaths)
{
FileUtils.ChangeTerrainFilePath(terrainFilePath);
List <List <float> > trainGenomes = null;
if (terrainFilePath != terrainFilePaths[0])
{
trainGenomes = FileUtils.ReadGenomesFromFile(".\\output\\genomes.csv");
}
HillClimberFCM fcm = new HillClimberFCM(population: 96, numberOfValues: 486, STEPS, OUTPUT_FILENAME, FITNESS_COLUMNNAME, trainGenomes);
ABM abm = new ABM(modelDescription: GetModelDescription());
abm.Train(fcm, 10, 200, true, args);
// var genomes = FileUtils.ReadGenomesFromFile(".\\output\\good.csv");
fcm = new HillClimberFCM(population: 96, numberOfValues: 486, STEPS, OUTPUT_FILENAME, FITNESS_COLUMNNAME, trainGenomes);
fitnessVals.Add(abm.Test(fcm, 1, args));
}
}
public static void Main(string[] args)
{
var testGenmoes = FileUtils.ReadGenomesFromFile(".\\output\\genomes.csv");
HillClimberFCM fcm = new HillClimberFCM(population: 96, numberOfValues: 486, STEPS, OUTPUT_FILENAME, FITNESS_COLUMNNAME, testGenmoes);
ModelDescription description = new ModelDescription();
description.AddLayer <Terrain>();
description.AddAgent <Animal, Terrain>();
ABM abm = new ABM(modelDescription: description);
abm.Train(fcm, 30, 45, true, args);
testGenmoes = FileUtils.ReadGenomesFromFile(".\\output\\genomes.csv");
fcm = new HillClimberFCM(population: 96, numberOfValues: 486, STEPS, OUTPUT_FILENAME, FITNESS_COLUMNNAME, testGenmoes);
abm.Test(fcm, 2, args);
}