public static void RunIntroOptimization()
{
var solutionSpace = new IntervalBranch(0, 3.2);
var bb = new SIDBranchAndBound <double>(solutionSpace, FitnessFunctions.ExampleFunction, GuidingParameter.OneOverNthQuantile);
var result = bb.BranchAndBound(200, 8, 0.99, false, false);
Program.logger.WriteLine("Intro Optimization Results:");
for (int i = 0; i < result.Length; i++)
{
Program.logger.WriteLine($"{i}: {result[i].ToString()}");
}
}
public static void RunWickedCombOptimization()
{
var solutionSpace = new IntervalBranch(-0.15, 0.15); // Constraints
const double difficulty = 5;
const double xSquaredCoefficient = 10;
const int sampleSize = 200;
const double confidenceLevel = 0.99;
const int numSteps = 15;
var bb = new SIDBranchAndBound <double>(solutionSpace, x => FitnessFunctions.WickedComb(x, difficulty, xSquaredCoefficient), GuidingParameter.OneOverNthQuantile);
var result = bb.BranchAndBound(sampleSize, numSteps, confidenceLevel, false, false);
Program.logger.WriteLine($"Wicked Comb (x, {difficulty}, {xSquaredCoefficient}) Size {sampleSize} Confidence {confidenceLevel} Optimization Results:");
for (int i = 0; i < result.Length; i++)
{
Program.logger.WriteLine($"{i}: {result[i].ToString()}");
}
}
