public HarmonySearchAverageTestResult(HarmonySearchType harmonySearchType, HarmonyGeneratorType harmonyGeneratorType, ObjectiveFunctionType objectiveFunctionType, IEnumerable <HarmonySearchTestResult> testResults) : base(testResults)
{
HarmonySearchType = harmonySearchType;
ObjectiveFunctionType = objectiveFunctionType;
HarmonyGeneratorType = harmonyGeneratorType;
ImprovisationCount = (int)testResults.Average(r => r.ImprovisationCount);
}
public HarmonySearchTestScenario(HarmonySearchType harmonySearchType)
{
var harmonySearchTypes = new List <HarmonySearchType> {
harmonySearchType
};
Settings = CreateSettings(null, harmonySearchTypes);
}
/// <summary>
/// Gets the harmony searcher instance.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="type">The type.</param>
/// <param name="generator">The generator.</param>
/// <param name="harmonyMemorySize">Size of the harmony memory.</param>
/// <param name="maxImprovisationCount">The maximum improvisation count.</param>
/// <param name="harmonyMemoryConsiderationRatio">The harmony memory consideration ratio.</param>
/// <param name="pitchAdjustmentRatio">The pitch adjustment ratio.</param>
/// <param name="minPitchAdjustmentRatio">The minimum pitch adjustment ratio.</param>
/// <param name="maxPitchAdjustmentRatio">The maximum pitch adjustment ratio.</param>
/// <param name="antColonyOptimizer">The ant colony optimizer.</param>
/// <returns>Harmony searcher</returns>
public static IHarmonySearcher <T> GetInstance <T>(HarmonySearchType type, IHarmonyGenerator <T> generator, int harmonyMemorySize, long maxImprovisationCount, double harmonyMemoryConsiderationRatio, double pitchAdjustmentRatio, double minPitchAdjustmentRatio, double maxPitchAdjustmentRatio, IAntColonyOptimizer <T> antColonyOptimizer = null)
{
switch (type)
{
default:
{
var parameterProvider = new ConstantParameterProvider(harmonyMemoryConsiderationRatio, pitchAdjustmentRatio);
return(new HarmonySearcher <T>(generator, parameterProvider, harmonyMemorySize,
maxImprovisationCount));
}
case HarmonySearchType.Improved:
{
var parameterProvider = new DynamicPitchAdjustmentRatioProvider(harmonyMemoryConsiderationRatio, maxPitchAdjustmentRatio, minPitchAdjustmentRatio, maxImprovisationCount);
return(new HarmonySearcher <T>(generator, parameterProvider, harmonyMemorySize,
maxImprovisationCount));
}
case HarmonySearchType.Dynamic:
{
var parameterProvider = new DynamicParameterProvider(harmonyMemorySize * 10);
return(new HarmonySearcher <T>(generator, parameterProvider, harmonyMemorySize,
maxImprovisationCount));
}
case HarmonySearchType.AntColony:
{
var parameterProvider = new ConstantParameterProvider(harmonyMemoryConsiderationRatio, pitchAdjustmentRatio);
return(new AntColonyHarmonySearcher <T>(generator, parameterProvider, antColonyOptimizer, harmonyMemorySize / 20, maxImprovisationCount / 20));
}
case HarmonySearchType.Divided:
{
var parameterProvider = new ConstantParameterProvider(harmonyMemoryConsiderationRatio, pitchAdjustmentRatio);
return(new DividedHarmonySearcher <T>(generator, parameterProvider, harmonyMemorySize,
maxImprovisationCount));
}
case HarmonySearchType.ImprovedDivided:
{
var parameterProvider = new DynamicPitchAdjustmentRatioProvider(harmonyMemoryConsiderationRatio, maxPitchAdjustmentRatio, minPitchAdjustmentRatio, maxImprovisationCount);
return(new DividedHarmonySearcher <T>(generator, parameterProvider, harmonyMemorySize,
maxImprovisationCount));
}
case HarmonySearchType.DynamicDivided:
{
var parameterProvider = new DynamicParameterProvider(harmonyMemorySize * 10);
return(new DividedHarmonySearcher <T>(generator, parameterProvider, harmonyMemorySize,
maxImprovisationCount));
}
}
}
public HarmonySearchTestScenario(HarmonySearchType harmonySearchType, HarmonyGeneratorType generatorType)
{
var harmonySearchTypes = new List <HarmonySearchType> {
harmonySearchType
};
var harmonyGeneratorTypes = new List <HarmonyGeneratorType> {
generatorType
};
Settings = CreateSettings(harmonyGeneratorTypes, harmonySearchTypes);
}
public HarmonySearchTestScenario(HarmonySearchType harmonySearchType, ObjectiveFunctionType functionType)
{
var harmonySearchTypes = new List <HarmonySearchType> {
harmonySearchType
};
var objectiveFunctionTypes = new List <ObjectiveFunctionType> {
functionType
};
Settings = CreateSettings(null, harmonySearchTypes, objectiveFunctionTypes);
}
