|
Last change
on this file since 15761 was
15091,
checked in by abeham, 7 years ago
|
|
#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 size:
1.4 KB
|
| Line | |
|---|
| 1 | #region License Information
|
|---|
| 2 | /* HeuristicLab
|
|---|
| 3 | * Copyright (C) 2002-2016 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
|---|
| 4 | *
|
|---|
| 5 | * This file is part of HeuristicLab.
|
|---|
| 6 | *
|
|---|
| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
|
|---|
| 8 | * it under the terms of the GNU General Public License as published by
|
|---|
| 9 | * the Free Software Foundation, either version 3 of the License, or
|
|---|
| 10 | * (at your option) any later version.
|
|---|
| 11 | *
|
|---|
| 12 | * HeuristicLab is distributed in the hope that it will be useful,
|
|---|
| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
|---|
| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
|---|
| 15 | * GNU General Public License for more details.
|
|---|
| 16 | *
|
|---|
| 17 | * You should have received a copy of the GNU General Public License
|
|---|
| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
|---|
| 19 | */
|
|---|
| 20 | #endregion
|
|---|
| 21 |
|
|---|
| 22 | using HeuristicLab.Core;
|
|---|
| 23 | using HeuristicLab.Data;
|
|---|
| 24 | using HeuristicLab.Optimization;
|
|---|
| 25 |
|
|---|
| 26 | namespace HeuristicLab.Encodings.RealVectorEncoding {
|
|---|
| 27 | public interface IRealVectorParticleUpdater : IParticleUpdater, IRealVectorOperator {
|
|---|
| 28 | ILookupParameter<RealVector> VelocityParameter { get; }
|
|---|
| 29 | ILookupParameter<DoubleValue> CurrentMaxVelocityParameter { get; }
|
|---|
| 30 | ILookupParameter<RealVector> RealVectorParameter { get; }
|
|---|
| 31 | ILookupParameter<DoubleMatrix> BoundsParameter { get; }
|
|---|
| 32 | ILookupParameter<RealVector> PersonalBestParameter { get; }
|
|---|
| 33 | ILookupParameter<RealVector> NeighborBestParameter { get; }
|
|---|
| 34 | }
|
|---|
| 35 | }
|
|---|
Note: See
TracBrowser
for help on using the repository browser.
