private static IEnumerable <AdvancedObject <string> > StepByStepApproach()
{
Console.WriteLine("Please feel free to enter my goal text:\n`");
_goalObject = Console.ReadLine();
var generation = AdvancedObjectFactory
.GenerateAdvancedObjects <BoxedAdvancedString, string>(_rand, POPULATION_COUNT,
((string)_goalObject).Length).Cast <AdvancedObject <string> >().ToList();
var stringApproach = ApproachFactory.GenApproach <BoxedStringApproach, string>();
for (var i = 0; i < GENERATIONS - 1; i++)
{
generation = stringApproach.DoSteps(generation.GetTopN(PREDATORS), _rand, MUTATIONRATE,
(string)_goalObject,
GENERATIONS);
generation.ForEach(x => x.CalculateScore((string)_goalObject));
var currentBest = generation.GetTopN(1)[0];
Console.WriteLine($"Top@Generation[{i}]:\t{currentBest.MObject}");
}
return(stringApproach.DoSteps(generation.GetTopN(PREDATORS), _rand, MUTATIONRATE, (string)_goalObject,
GENERATIONS));
}
private static List <AdvancedObject <int> > intApproach()
{
Console.WriteLine("Please feel free to enter my number:\n`");
_goalObject = int.Parse(Console.ReadLine() ?? throw new InvalidOperationException());
var generation = AdvancedObjectFactory.GenerateAdvancedObjects <BoxedInteger, int>(_rand, POPULATION_COUNT)
.ToList();
var intApproach = new BoxedIntApproach();
return(intApproach.DoSteps(generation.GetTopN(PREDATORS), _rand, MUTATIONRATE, (int)_goalObject,
GENERATIONS));
}
private static List <AdvancedObject <string> > stringApproach()
{
Console.WriteLine("Please feel free to enter my goal text:\n`");
_goalObject = Console.ReadLine();
var generation = AdvancedObjectFactory
.GenerateAdvancedObjects <BoxedAdvancedString, string>(_rand, POPULATION_COUNT,
((string)_goalObject).Length).ToList();
var stringApproach = new BoxedStringApproach();
return(stringApproach.DoSteps(generation.GetTopN(PREDATORS), _rand, MUTATIONRATE, (string)_goalObject,
GENERATIONS));
}