public override ILearnAlgorithmConf getConf(int CountFeatures)
{
ILearnAlgorithmConf result = new BeeParamsConf();
result.Init(CountFeatures);
return(result);
}
public override SAFuzzySystem TuneUpFuzzySystem(SAFuzzySystem Approx, ILearnAlgorithmConf conf)
{
SAFuzzySystem result = Approx;
BeeParamsConf Config = conf as BeeParamsConf;
Init(Config);
theFuzzySystem = result;
if (result.RulesDatabaseSet.Count < 1)
{
throw (new Exception("Что то не так с базой правил"));
}
theHive = new HiveParams(this, result.RulesDatabaseSet[0]);
// HiveParams theHive = new ParallelHiveParams(this, result.RulesDatabaseSet[0]);
// HiveParams theHive = new HiveParallelParams2(this, result.RulesDatabaseSet[0]);
theBest = new BeeParams(result.RulesDatabaseSet[0], this);
double temperature = initTemp;
for (int r = 0; r < iterration; r++)
{
temperature = oneIterate(temperature);
GC.Collect();
}
theBest = lastStep(theBest);
Approx.RulesDatabaseSet[0] = theBest.PositionOfBee;
Approx.RulesDatabaseSet[0].TermsSet.Trim();
return(Approx);
}
public SAFuzzySystem TuneUpFuzzySystem(SingletonHybride Ocean, SAFuzzySystem Approximate, ILearnAlgorithmConf conf)
{
SAFuzzySystem result = Approximate;
BeeParamsConf Config = conf as BeeParamsConf;
Init(Config);
theFuzzySystem = result;
if (result.RulesDatabaseSet.Count < 1)
{
throw (new Exception("Что то не так с базой правил"));
}
theHive = new HiveParams(this, result.RulesDatabaseSet[0]);
// HiveParams theHive = new ParallelHiveParams(this, result.RulesDatabaseSet[0]);
// HiveParams theHive = new HiveParallelParams2(this, result.RulesDatabaseSet[0]);
theBest = new BeeParams(result.RulesDatabaseSet[0], this);
double temperature = initTemp;
for (int r = 0; r < iterration; r++)
{
temperature = oneIterate(temperature);
int CountSend = theHive.HostArchive.Count / 2;
List <KnowlegeBaseSARules> toStore = new List <KnowlegeBaseSARules>();
for (int i = 0; i < CountSend; i++)
{
toStore.Add(theHive.HostArchive[i].PositionOfBee);
}
Ocean.Store(toStore, this.ToString());
int toGet = theHive.HostArchive.Count - CountSend;
List <KnowlegeBaseSARules> Getted = Ocean.Get(toGet, FuzzyAbstract.Hybride.FuzzyHybrideBase.goodness.best, FuzzyAbstract.Hybride.FuzzyHybrideBase.islandStrategy.All);
toGet = Getted.Count < toGet ? Getted.Count : toGet;
for (int i = 0; i < toGet; i++)
{
theHive.HostArchive[i + CountSend].PositionOfBee = Getted[i];
}
GC.Collect();
}
theBest = lastStep(theBest);
Approximate.RulesDatabaseSet[0] = theBest.PositionOfBee;
return(result);
}
public void Init(BeeParamsConf Config)
{
hiveSize = Config.ABCWHiveSize;
persentScouts = Config.ABCWPercentScoutInHive;
countScouts = (int)(hiveSize * persentScouts / 100);
countWorkers = (int)((hiveSize - countScouts) / 2);
countOutLookers = hiveSize - countScouts - countWorkers;
initTemp = Config.ABCWInitTemperature;
coefTemp = Config.ABCWColdCoeff;
iterration = Config.ABCWCountIteration;
border1 = Config.ABCWFirstBorder;
repeat1 = Config.ABCWFirstRepeate;
border2 = Config.ABCWSecondBorder;
repeat2 = Config.ABCWSecondRepeate;
border3 = Config.ABCWFirdBorder;
repeat3 = Config.ABCWFirdRepeate;
TypeSelection = Config.ABCWTypeSelection;
}
