private static GeneticDistributionFilter PrepareGeneticDistributionFilter(GeneticDistributionFilterConfiguration configuration,
ILogger logger)
{
var handler = FunctionBuilder <double> .CreateFunction(configuration.TrunkThreshold);
var geneticDistributionFilterParams = new GeneticDistributionFilterParams
{
DistributionResolution = configuration.DistributionResolution,
GetTrunkThreshold = height => handler(new object[] { height })
};
var geneticDistributionFilter = new GeneticDistributionFilter(geneticDistributionFilterParams);
var compareCriteria = new SimpleComparison <GeneticDistributionFitness>(EOptimizationMode.Minimize);
var factory = new CollectivePhenotypeFactory <ParabolicParameters>();
var individualFactory =
new IndividualFactory <CollectiveGenotype <ParabolicParameters>, CollectivePhenotype <ParabolicParameters>,
GeneticDistributionFitness>
(factory);
if (!File.Exists(configuration.GeneticAlgorithmConfigurationFile))
{
logger.Fatal("Genetic configuration file does not exist!");
Environment.Exit(0);
}
var geneticAlgorithmConfigurationContent = File.ReadAllText(configuration.GeneticAlgorithmConfigurationFile);
var geneticAlgorithmInfo = JsonConvert.DeserializeObject <DynamicObjectInfo>(geneticAlgorithmConfigurationContent);
var geneticAlgorithm = DynamicObjectFactory <GeneticAlgorithm> .Build(geneticAlgorithmInfo);
geneticAlgorithm.Population.CompareCriteria = compareCriteria;
geneticAlgorithm.Population.IndividualFactory = individualFactory;
geneticDistributionFilter.GeneticAlgorithm = geneticAlgorithm;
return(geneticDistributionFilter);
}
private static GeneticEllipseMatch PrepareGeneticEllipseMatchAlgorithm(EllipsisMatchFilterConfiguration configuration, ILogger logger)
{
var geneticEllipseMatch = new GeneticEllipseMatch
{
BufferWidth = configuration.BufferWidth,
EccentricityThreshold = configuration.InvalidEccentricityThreshold,
};
var factory = new CollectivePhenotypeFactory <EllipticParameters>();
var individualFactory =
new IndividualFactory <CollectiveGenotype <EllipticParameters>, CollectivePhenotype <EllipticParameters>, EllipsisMatchFitness>(
factory);
var compareCriteria = new SimpleComparison <EllipsisMatchFitness>(EOptimizationMode.Minimize);
if (!File.Exists(configuration.GeneticAlgorithmConfigurationFile))
{
logger.Fatal("Genetic configuration file does not exist!");
Environment.Exit(0);
}
var geneticAlgorithmConfigurationContent = File.ReadAllText(configuration.GeneticAlgorithmConfigurationFile);
var geneticAlgorithmInfo = JsonConvert.DeserializeObject <DynamicObjectInfo>(geneticAlgorithmConfigurationContent);
var geneticAlgorithm = DynamicObjectFactory <GeneticAlgorithm> .Build(geneticAlgorithmInfo);
geneticAlgorithm.Population.CompareCriteria = compareCriteria;
geneticAlgorithm.Population.IndividualFactory = individualFactory;
geneticEllipseMatch.GeneticAlgorithm = geneticAlgorithm;
return(geneticEllipseMatch);
}
