protected override void Subsumption(Population Pop)
{
Classifier Cl = null;
foreach (Classifier C in this.CList)
{
if (C.CouldSubsume())
{
if ((Cl == null) || (C.C.NumberOfSharp > Cl.C.NumberOfSharp) || ((C.C.NumberOfSharp == Cl.C.NumberOfSharp) && (Configuration.MT.NextDouble() < 0.5)))
{
Cl = C;
}
}
}
if (Cl != null)
{
// 削除中にforeachできない
List <Classifier> CL = new List <Classifier>();
foreach (Classifier C in this.CList)
{
if (Cl.IsMoreGeneral(C))
{
Cl.N += C.N;
// 削除Classifier登録
CL.Add(C);
}
}
foreach (Classifier C in CL)
{
this.Remove(C);
Pop.Remove(C);
}
}
}
// 包摂
protected override void Subsumption( Population Pop )
{
Classifier Cl = null;
foreach( Classifier C in this.CList )
{
if( C.CouldSubsume() )
{
if( ( Cl == null ) || ( C.C.NumberOfSharp > Cl.C.NumberOfSharp ) || ( ( C.C.NumberOfSharp == Cl.C.NumberOfSharp ) && ( Configuration.MT.NextDouble() < 0.5 ) ) )
{
Cl = C;//actionsetなかに最も一般的な分類子をClにする
}
}
}
if( Cl != null )
{
// 削除中にforeachできない
List<Classifier> CL = new List<Classifier>();
foreach( Classifier C in this.CList )
{
if( Cl.IsMoreGeneral( C ) )
{
SigmaNormalClassifier Snc_ko = (SigmaNormalClassifier)C;
SigmaNormalClassifier Snc_oya = (SigmaNormalClassifier)Cl;
//10の数字は適当 可変にするか？ 1/10にする 10－7 あんまり変わらない
if (Cl.Kappa == 1 && Math.Abs(Cl.Epsilon - C.Epsilon) < 10 && Snc_ko.IsConvergenceEpsilon()
&& Snc_oya.IsConvergenceEpsilon())//subsumption するやつの分散が小さい かつε収束時だけ subsumption
{
Cl.N += C.N;
// 削除Classifier登録
CL.Add(C);
}
}
}
foreach( Classifier C in CL )
{
SigmaNormalClassifier SNC = ( SigmaNormalClassifier )Cl;
//Configuration.ESW.WriteLine( Configuration.T + "," + C.Exp + "," + Cl.C.state + "," + SNC.Epsilon_0 + "," + SNC.Epsilon + "," + SNC.Exp );
//if( C.C.state == "000###" | C.C.state == "001###" | C.C.state == "01#0##" | C.C.state == "01#1##" | C.C.state == "10##0#" | C.C.state == "10##1#" | C.C.state == "11###0" | C.C.state == "11###1" )
// Configuration.ESW.WriteLine(Configuration.T + "," + Cl.C.state + "," + C.C.state + "," + Cl.Exp + "," + Cl.Epsilon + "," + Cl.Epsilon_0 + "," + C.Exp + "," + C.Epsilon + "," + C.Epsilon_0 + "," + ++Configuration.Count);
//this.Remove( C );
//Pop.Remove( C ); 9-7 chou subsumption した分類子見たい
if (C.C.state == "1000##" | C.C.state == "0100##" | C.C.state == "0010##" | C.C.state == "0001##"
| C.C.state == "1100##" | C.C.state == "0011##" | C.C.state == "1#00##" | C.C.state == "#100##"
| C.C.state == "001###" | C.C.state == "00#1##"|C.C.state=="1000##"|C.C.state=="0100##"|C.C.state=="0010##"
|C.C.state=="00#1##")
{
Configuration.ESW.WriteLine(Configuration.T + "," + Cl.C.state + "," +Cl.A+","+ C.C.state + ","+C.A+"," + Cl.Exp + "," + Cl.Epsilon + "," + Cl.Epsilon_0 + "," + C.Exp + "," + C.Epsilon + "," + C.Epsilon_0 + "," + ++Configuration.Count);
}
//if (C.C.state == "1#00##")
//{
// SigmaNormalClassifier Snc = (SigmaNormalClassifier)C;
// Configuration.Problem_1_00.WriteLine(Configuration.T + "," + Snc.C.state + "," + C.F + "," + C.Kappa + ","
// + C.Epsilon + "," + C.Epsilon_0 + "," + C.N + "," + (Snc.IsConvergenceEpsilon() ? 1 : 0));
//}
this.Remove(C);
Pop.Remove(C);
}
}
}
// 包摂
protected override void Subsumption(Population Pop)
{
List <Classifier> copyActionSet = new List <Classifier>();
foreach (Classifier classifier in CList)
{
copyActionSet.Add(classifier);
}
int N = copyActionSet.Count;
//最大N回実行する
//for (int i = 0; i < N; i++)
//{
#region subsume
Classifier Cl = null;
//actionsetなかに最も一般的な分類子をClにする
foreach (Classifier C in copyActionSet)
{
if (C.CouldSubsume())
{
if ((Cl == null) || (C.C.NumberOfSharp > Cl.C.NumberOfSharp) || ((C.C.NumberOfSharp == Cl.C.NumberOfSharp) && (Configuration.MT.NextDouble() < 0.5)))
{
Cl = C;
}
}
}
if (Cl != null)
{
// 削除中にforeachできない
List <Classifier> CL = new List <Classifier>();
// 包摂された、削除したいClassifier C をCLに登録
foreach (Classifier C in copyActionSet)
{
if (Cl.IsMoreGeneral(C))
{
SigmaNormalClassifier Snc_ko = (SigmaNormalClassifier)C;
SigmaNormalClassifier Snc_oya = (SigmaNormalClassifier)Cl;
// e0 の値を３位まで見る、近いものは差がないとみなす
var subsumer = Math.Round(Cl.Epsilon_0, 3);
var subsumed = Math.Round(C.Epsilon_0, 3);
if ((subsumer <= (subsumed + subsumer / 10)) &&
Snc_ko.IsConvergenceEpsilon() &&
Snc_oya.IsConvergenceEpsilon()
)
{
Cl.N += C.N;
CL.Add(C);
}
}
}
foreach (Classifier C in CL)
{
SigmaNormalClassifier SNC = (SigmaNormalClassifier)Cl;
if (C.C.state[4] == '0' & C.C.state[7] == '1') //"bath0 rehabi1"
{
Configuration.Problem.WriteLine(C.C.state + "," + Configuration.T + "," + C.P + "," + C.M + "," + C.Epsilon + "," + C.F + "," + C.N + "," + C.Exp + "," + C.Ts + "," + C.As + "," + C.Kappa + "," + C.Epsilon_0 + "," + C.St + "," + C.GenerateTime + ", in AS");
}
this.Remove(C); //as から削除
Pop.Remove(C); //pop から削除
}
//いまの最も一般化されたものを削除する
//copyActionSet.Remove(Cl);
}
#endregion
//}
}
// 包摂
protected override void Subsumption( Population Pop )
{
Classifier Cl = null;
foreach( Classifier C in this.CList )
{
if( C.CouldSubsume() )
{
if( ( Cl == null ) || ( C.C.NumberOfSharp > Cl.C.NumberOfSharp ) || ( ( C.C.NumberOfSharp == Cl.C.NumberOfSharp ) && ( Configuration.MT.NextDouble() < 0.5 ) ) )
{
Cl = C;
}
}
}
if( Cl != null )
{
// 削除中にforeachできない
List<Classifier> CL = new List<Classifier>();
foreach( Classifier C in this.CList )
{
if( Cl.IsMoreGeneral( C ) )
{
Cl.N += C.N;
// 削除Classifier登録
CL.Add( C );
}
}
foreach( Classifier C in CL )
{
this.Remove( C );
Pop.Remove( C );
}
}
}
protected override void Subsumption( Population Pop )
{
Classifier Cl = null;
foreach( Classifier C in this.CList )
{
if( C.CouldSubsume() )
{
if( ( Cl == null ) || ( C.C.NumberOfSharp > Cl.C.NumberOfSharp ) || ( ( C.C.NumberOfSharp == Cl.C.NumberOfSharp ) && ( Configuration.MT.NextDouble() < 0.5 ) ) )
{
Cl = C;
}
}
}
if( Cl != null )
{
// 削除中にforeachできない
List<Classifier> CL = new List<Classifier>();
foreach( Classifier C in this.CList )
{
if( Cl.IsMoreGeneral( C ) )
{
Cl.N += C.N;
// 削除Classifier登録
CL.Add( C );
}
}
foreach( Classifier C in CL )
{
if(C.C.state=="1#00##")
{
SigmaNormalClassifier SNC = (SigmaNormalClassifier)C;
Configuration.Problem_1_00.WriteLine(Configuration.T + "," + SNC.C.state + "," + C.F + "," + C.Kappa + ","
+ C.Epsilon + "," + C.Epsilon_0 + "," + C.N + "," + (SNC.IsConvergenceEpsilon() ? 1 : 0));
}
this.Remove( C );
Pop.Remove( C );
}
}
}