多目标优化算法工具箱合集附matlab代码.zip

Copyright (C) 2018 Heiner Zille This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see <http://www.gnu.org/licenses/>. Author of this Code: Heiner Zille <heiner.zille@ovgu.de> This file belongs to the following publications: 1) Heiner Zille and Sanaz Mostaghim "Comparison Study of Large-scale Optimisation Techniques on the LSMOP Benchmark Functions" IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Honolulu, Hawaii, November 2017 https://ieeexplore.ieee.org/document/8280974 2) Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim and Yusuke Nojima "A Framework for Large-scale Multi-objective Optimization based on Problem Transformation" IEEE Transactions on Evolutionary Computation, Vol. 22, Issue 2, pp. 260-275, April 2018. http://ieeexplore.ieee.org/document/7929324 3) Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim and Yusuke Nojima "Weighted Optimization Framework for Large-scale Mullti-objective Optimization" Genetic and Evolutionary Computation Conference (GECCO), ACM, Denver, USA, July 2016 http://dl.acm.org/citation.cfm?id=2908979 The source code was programmed to work with the PlatEMO Framework, version 1.5 for Matlab [1]. To use this program, simply copy the complete "WOFSMPSO"-folder and its contained files into the "Algorithms"-folder of the PlatEMO framework. WOFSMPSO should then be usable as any other algorithm inside the framework. File list: - WOFSMPSO/gpl-3.0.txt - WOFSMPSO/README.txt - WOFSMPSO/WOF_createGroups.m - WOFSMPSO/WOF_CrowdingDistance.m - WOFSMPSO/WOF_EnvironmentalSelection.m - WOFSMPSO/WOF_optimiseBySMPSO.m - WOFSMPSO/WOF_selectxPrimes.m - WOFSMPSO/WOF_SMPSO_operator.m - WOFSMPSO/WOF_transformationFunction.m - WOFSMPSO/WOF_WeightIndividual.m - WOFSMPSO/WOFSMPSO.m Date of uploading these files: 12.10.2018 Last Update: 12.10.2018 You can reach me via email at <heiner.zille@ovgu.de> or visit my webpage at: http://www.ci.ovgu.de/Team/Heiner+Zille.html [1] Ye Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin "PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]" IEEE Computational Intelligence Magazine, 2017, 12(4): 73-87.