/// <summary>
/// Initializes a new instance of the <see cref="GeneticAlgorithm"/> class containing
/// a random population using the specified <see cref="GeneticAlgorithmNS.GeneticSettings"/>.
/// </summary>
/// <param name="geneticSettings">The settings that the algorithm should use.</param>
public GeneticAlgorithm(GeneticSettings geneticSettings)
{
// Start timer
RunTimeStopWatch = new Stopwatch();
// Set up variables
GenerationCount = 0;
this.GeneticSettings = geneticSettings;
TopKAgents = new TopKAgents(geneticSettings.TopKAgentsCount);
// Make random start population
MakeRandomPopulation(geneticSettings);
IsRunning = true;
IsPaused = false;
}
// Invokes the calculate fitness method on the current population and
private void CalculateFitness()
{
CurrentPopulation.CalculateFitness(GeneticSettings.FitnessCalculator);
CurrentAverageFitnessPopulation = CurrentPopulation.AverageFitness;
TopKAgents.Update(CurrentPopulation.Agents);
}