private CCESpecies CommonFeatsSpecies()
{
// Create a species with all the common features
CCESpecies s = new CCESpecies();
s.Selection = new StochasticUniversalSamplingSelection();
// Use SVLC
s.Crossover = new SVLC(2, 8);
// Using mutations with relative probabilites as done in SVLC paper
List <IMutation> muts = new List <IMutation> ();
List <float> relprob = new List <float> ();
muts.Add(new PointMutationSmall());
relprob.Add(6);
muts.Add(new PointMutationLarge());
relprob.Add(4);
muts.Add(new DeletionMutation());
relprob.Add(5);
muts.Add(new InsertionMutation());
relprob.Add(1);
muts.Add(new ReplicationMutation());
relprob.Add(1);
muts.Add(new SlipMutation());
relprob.Add(1);
s.Mutation = new MultipleMutations(muts, relprob);
s.Reinsertion = new FitnessBasedReinsertion();
return(s);
}
private CCESpecies CreateMethodSpecies()
{
// Add specific actor features to species
CCESpecies s = CommonFeatsSpecies();
s.Name = "Methods";
s.ID = 3;
PMGMethodGenome g = new PMGMethodGenome(
RandomizationProvider.Current.GetInt(20, PMGGenomeConfigurations.MethodMaxInitLen),
Math.Max(UtilityFunctionsCount, Math.Max(ValueFunctionsCount, ChangeFunctionsCount)));
s.Population = new Population(MethodMinPopSize, MethodMaxPopSize, g.CreateNew());
s.Population.GenerationStrategy = new PerformanceGenerationStrategy(1);
s.Reparation = new PMGRepairFunction(s.ID);
return(s);
}
private CCESpecies CreateActorLocSpecies()
{
// Add specific actor features to species
CCESpecies s = CommonFeatsSpecies();
s.Name = "Actor Locations";
s.ID = 1;
PMGActorLocationGenome g = new PMGActorLocationGenome(
RandomizationProvider.Current.GetInt(20, PMGGenomeConfigurations.ActorLocMaxInitLen),
Math.Max(MapH, MapW));
s.Population = new Population(ActorLocMinPopSize, ActorLocMaxPopSize, g.CreateNew());
s.Population.GenerationStrategy = new PerformanceGenerationStrategy(1);
s.Reparation = new PMGRepairFunction(s.ID);
return(s);
}
private CCESpecies CreateEventSpecies()
{
// Add specific actor features to species
CCESpecies s = CommonFeatsSpecies();
s.Name = "Events";
s.ID = 2;
PMGDynamicEventGenome g = new PMGDynamicEventGenome(
RandomizationProvider.Current.GetInt(20, PMGGenomeConfigurations.EventMaxInitLen),
Math.Max(ValueFunctionsCount, Math.Max(UtilityFunctionsCount, ConditionFunctionsCount)));
s.Population = new Population(EventMinPopSize, EventMaxPopSize, g.CreateNew());
s.Population.GenerationStrategy = new PerformanceGenerationStrategy(1);
s.Reparation = new PMGRepairFunction(s.ID);
return(s);
}
private CCESpecies CreateActorSpecies()
{
// Add specific actor features to species
CCESpecies s = CommonFeatsSpecies();
s.Name = "Actors";
s.ID = 0;
PMGActorGenome g = new PMGActorGenome(
RandomizationProvider.Current.GetInt(
20, PMGGenomeConfigurations.ActorMaxInitLen), PMGGenomeConfigurations.ActorMaxValue);
// Add a population of actor genomes
s.Population = new Population(ActorMinPopSize, ActorMaxPopSize, g.CreateNew());
s.Population.GenerationStrategy = new PerformanceGenerationStrategy(1);
s.Reparation = new PMGRepairFunction(s.ID);
return(s);
}