private void CheckInit()
{
var clearFunc = _factory.Create <DbEntityInit>();
Func <int> func = clearFunc.Init;
var spid = DBExtensions.InvokeWithRetriesThrows(func, 10, 500);
}
private void HandleMessageEvent(
Message msmqMessage,
TRequestType message,
string messageId,
string correlationId)
{
var logic = logicFactory.Create();
logic.DoWork(message, messageId, correlationId);
logicFactory.Release(logic);
}
public override Solution[] GeneratePopulation(EvolutionParameters evolutionParameters)
{
var basePopulationSize = evolutionParameters.BasePopulationSize;
var population = new Solution[basePopulationSize];
for (var i = 0; i < basePopulationSize; i++)
{
var solution = _solutionsFactory.Create(evolutionParameters);
population[i] = GenerateCoefficients(solution);
}
return(population);
}
public IEngine Create(EvolutionParameters evolutionParameters, IGenericFactory <Solution> solutionsFactory, IGenericFactory <PopulationGeneratorBase> populationGeneratorsFactory, IGenericFactory <MutatorBase> objectMutatorsFactory, IGenericFactory <MutatorBase> stdDevsMutatorsFactory, IGenericFactory <MutationRuleSupervisorBase> mutationRuleSupervisorsFactory, IGenericFactory <ParentsSelectorBase> parentsSelectorsFactory, IGenericFactory <SurvivorsSelectorBase> survivorsSelectorsFactory,
IGenericFactory <MutatorBase> rotationsMutatorsFactory = null, IGenericFactory <RecombinerBase> objectRecombinersFactory = null,
IGenericFactory <RecombinerBase> stdDevsRecombinersFactory = null, IGenericFactory <RecombinerBase> rotationsRecombinersFactory = null)
{
IEngine engine;
var populationGenerator = populationGeneratorsFactory.Create(evolutionParameters);
var objectMutator = objectMutatorsFactory.Create(evolutionParameters);
var stdDevsMutator = stdDevsMutatorsFactory.Create(evolutionParameters);
var mutationRuleSupervisor = mutationRuleSupervisorsFactory.Create(evolutionParameters);
var rotationsMutator = rotationsMutatorsFactory?.Create(evolutionParameters);
var parentsSelector = parentsSelectorsFactory.Create(evolutionParameters);
var survivorsSelector = survivorsSelectorsFactory.Create(evolutionParameters);
var objectRecombiner = objectRecombinersFactory?.Create(evolutionParameters);
var stdDevsRecombiner = stdDevsRecombinersFactory?.Create(evolutionParameters);
var rotationsRecombiner = rotationsRecombinersFactory?.Create(evolutionParameters);
var statistics = new Statistics();
var stoper = new Stopwatch();
var typeOfMutation = (MutationType)evolutionParameters.TypeOfMutation;
if (typeOfMutation == MutationType.Correlated)
{
if (evolutionParameters.UseRecombination)
{
engine = new CmEngineWithRecombination(evolutionParameters, solutionsFactory, populationGenerator, objectMutator, stdDevsMutator, mutationRuleSupervisor, parentsSelector, survivorsSelector, statistics, stoper, objectRecombiner, stdDevsRecombiner, rotationsMutator, rotationsRecombiner);
}
else
{
engine = new CmEngineWithoutRecombination(evolutionParameters, solutionsFactory, populationGenerator, objectMutator, stdDevsMutator, mutationRuleSupervisor, parentsSelector, survivorsSelector, statistics, stoper, rotationsMutator);
}
}
else
{
if (evolutionParameters.UseRecombination)
{
engine = new UmEngineWithRecombination(evolutionParameters, solutionsFactory, populationGenerator, objectMutator, stdDevsMutator, mutationRuleSupervisor, parentsSelector, survivorsSelector, statistics, stoper, objectRecombiner, stdDevsRecombiner);
}
else
{
engine = new UmEngineWithoutRecombination(evolutionParameters, solutionsFactory, populationGenerator, objectMutator, stdDevsMutator, mutationRuleSupervisor, parentsSelector, survivorsSelector, statistics, stoper);
}
}
return(engine);
}
protected Solution[] InitializePopulations(EvaluatorBase evaluator, ISeedingProcessor seedingProcessor = null)
{
var population = PopulationGenerator.GeneratePopulation(Parameters);
if (seedingProcessor != null)
{
Stoper.Restart();
population = seedingProcessor.Seed(population);
Stoper.Stop();
Statistics.SeedingTime = Stoper.Elapsed;
}
foreach (var solution in population)
{
solution.FitnessScore = evaluator.Evaluate(solution);
}
for (var i = 0; i < OffspringPopulation.Length; i++)
{
OffspringPopulation[i] = SolutionsFactory.Create(Parameters);
}
return(population);
}
