Changeset 15091 for trunk/sources/HeuristicLab.Encodings.RealVectorEncoding/3.3/Interfaces/IRealVectorParticleUpdater.cs

Timestamp:

06/29/17 15:26:16 (7 years ago)

Author:

abeham

Message:

#2797:

• Updated PSO to make it more compatible with SPSO 2011
• Removed truncation of velocity vector and instead rescaled it given the maximum velocity
• Added non-zero initial velocity according to SPSO 2011
• Removed complicated bouncing code due to box constraints and instead implemented as described in SPSO 2011
• Calculating neighbor best has been changed to use personal best
• Avoiding local and global particle update and instead relying on neighborbest
• More randomization during velocity update by using a separate random numbers per dimension
• Reusing problem specific solution creator in RealVectorParticleCreator instead of always using UniformRandomRealVectorCreator

File:

• trunk/sources/HeuristicLab.Encodings.RealVectorEncoding/3.3/Interfaces/IRealVectorParticleUpdater.cs (modified) (1 diff)

trunk/sources/HeuristicLab.Encodings.RealVectorEncoding/3.3/Interfaces/IRealVectorParticleUpdater.cs

@@ -27 +27 @@
   public interface IRealVectorParticleUpdater : IParticleUpdater, IRealVectorOperator {
     ILookupParameter<RealVector> VelocityParameter { get; }
-    ILookupParameter<DoubleMatrix> CurrentVelocityBoundsParameter { get; }
+    ILookupParameter<DoubleValue> CurrentMaxVelocityParameter { get; }
     ILookupParameter<RealVector> RealVectorParameter { get; }
     ILookupParameter<DoubleMatrix> BoundsParameter { get; }