public static bool TestDistributionAwareSolverSelection(string solver, int expected, int seed, string selection, string onlyBin)
{
string loc = resolvePath(solver, "DistributionAwareSolverSampling.csv");
Dictionary <string, string> parameters = new Dictionary <string, string>();
parameters.Add("seed", seed.ToString());
parameters.Add("selection", selection);
parameters.Add("onlyBinary", onlyBin);
List <SamplingStrategies> binaryStrat = new List <SamplingStrategies>();
List <ExperimentalDesign> numericStrat = new List <ExperimentalDesign>();
numericStrat.Add(new CentralCompositeInscribedDesign());
List <HybridStrategy> hybridStrat = new List <HybridStrategy>();
HybridStrategy distAwSolver = new DistributionAware();
distAwSolver.SetSamplingParameters(parameters);
hybridStrat.Add(distAwSolver);
//List<Configuration> result = ConfigurationBuilder.buildConfigs(model, binaryStrat, numericStrat, hybridStrat);
//List<Configuration> expectedSample = ConfigurationReader.readConfigurations_Header_CSV(loc, GlobalState.varModel);
//return containsAllMeasurements(result, expectedSample) && result.Count == expected;
return(true);
}
/// <summary>
/// This method sets the according variables to perform the hybrid sampling strategy.
/// Note: A hybrid sampling strategy might have parameters and also consider only a specific set of numeric options.
/// [option1,option3,...,optionN] param1:value param2:value
/// </summary>
/// <param name="task">the task containing the name of the sampling strategy and the parameters</param>
/// <returns>the name of the sampling strategy if it is not found; empty string otherwise</returns>
public string performOneCommand_Hybrid(string task)
{
// splits the task in design and parameters of the design
string[] designAndParams = task.Split(new[] { ' ' }, 2);
string designName = designAndParams[0];
// parsing of the parameters
List <ConfigurationOption> optionsToConsider;
Dictionary <string, string> parameter;
List <ConfigurationOption> temp = new List <ConfigurationOption>();
getParametersAndSamplingDomain(task, out parameter, out optionsToConsider);
if (optionsToConsider.Count == 0)
{
optionsToConsider.AddRange(GlobalState.varModel.NumericOptions);
optionsToConsider.AddRange(GlobalState.varModel.BinaryOptions);
}
HybridStrategy hybridDesign = null;
switch (designName.ToLower())
{
case COMMAND_HYBRID_DISTRIBUTION_AWARE:
parameter.Remove(designName);
hybridDesign = new DistributionAware();
hybridDesign.SetSamplingDomain(optionsToConsider);
break;
case COMMAND_HYBRID_DISTRIBUTION_PRESERVING:
parameter.Remove(designName);
hybridDesign = new DistributionPreserving();
hybridDesign.SetSamplingDomain(optionsToConsider);
break;
default:
return(task);
}
addHybridDesign(hybridDesign, parameter.ContainsKey("validation"), parameter);
return("");
}
