public List <FuzzyFact> GetAmperageCircuitFact(List <FuzzyFuncStatement> statements, CustomSocket socket)
{
var values = new List <double>();
foreach (var statement in statements)
{
values.Add(statement.Result(socket));
}
var domain = new FuzzyDomain(CustomSocketDomain.SocketDomain.AmperageCircuit, new FuzzyDomainOption
{
ClusterCount =
FuzzyCustomSocket.GetFuzzySocketDomains()[CustomSocketDomain.SocketDomain.AmperageCircuit],
Min = values.Min(),
Max = values.Max()
});
var facts = new List <FuzzyFact>();
foreach (var value in ClusteringService.CMeans(domain.Clusters.Count, values))
{
facts.Add(new FuzzyFact(domain, value.Value, value.ClusterDegree));
}
return(facts);
}
public List <FuzzyFuncStatement> GetFuzzyFuncStatements(List <FuzzyDomain> domains)
{
var statements = new List <FuzzyFuncStatement>();
var rulesSets = new List <IEnumerable <FuzzyRule> >();
foreach (var domain in domains)
{
rulesSets.Add(domain.Clusters.Select(cluster => new FuzzyRule(domain, cluster)));
}
foreach (var rules in SetOperation.CartesianProduct(rulesSets))
{
statements.Add(
new FuzzyFuncStatement(
new FuzzyRuleSet(rules.ToArray()),
FuzzyCustomSocket.GetAmperageCircuitFormula(rules.ToDictionary(p => p.Domain.Domain))
)
);
}
return(statements);
}
public List <FuzzyDomain> GetFuzzyDomains(List <CustomSocket> sockets)
{
var socketType = typeof(CustomSocket);
var fuzzyDomains = new List <FuzzyDomain>();
var fuzzySocketDomain = FuzzyCustomSocket.GetFuzzySocketDomains();
foreach (var domain in fuzzySocketDomain.Keys.Where(p => !CustomSocketDomain.DomainIgnore.Contains(p)))
{
var type = CustomSocketDomain.SocketDomainType[domain];
var domainValues = sockets.Select(p => socketType.GetProperty(domain.ToString()).GetValue(p))
.Where(p => !CustomSocketDomain.SocketDefaultValue[type].Equals(p));
fuzzyDomains.Add(new FuzzyDomain(
domain, new FuzzyDomainOption
{
ClusterCount = fuzzySocketDomain[domain],
Min = domainValues.Min(),
Max = domainValues.Max()
}
));
}
return(fuzzyDomains);
}