成功的父母选择差异进化_MATLAB_代码_下载

SPS-DE ====== Successful-Parent-Selecting Differential Evolution This project improves the performance of differential evolution with the proposed successful-parent-selecting framework. The introduction of this algorithm can be read in the **Paper**. The simulation results have been preproduced (see **Preproduced Results**). In the **Author's Environments**, the simulation results can be reproduced by running the source codes (see **Reproduce Simulation Results**). The use of the source codes is under the **License** as shown in the final section. Paper ----- S.-M. Guo, C.-C. Yang, P.-H. Hsu, and J. S.-H. Tsai, "Improving differential evolution with successful-parent-selecting framework," *IEEE Trans. Evol. Comput.*, Available Online, 2014, http://dx.doi.org/10.1109/TEVC.2014.2375933. Preproduced Results ------------------- * The results of real-world optimization problems are stored in "data/xlsx/CEC11/\*.xlsx" files. * The results of CEC 2014 optimization problems are stored in "data/xlsx/CEC14\_D10/\*.xlsx", "data/xlsx/CEC14\_D30/\*.xlsx", "data/xlsx/CEC14\_D50/\*.xlsx", and "data/xlsx/CEC14_D100/\*.xlsx", at D = 10, 30, 50, and 100, respectively. * The figures are stored in "data/figures/\*.pdf" and "data/figures/\*.xlsx". * The running time of all considered algorithms and their SPS variants is stored in "data/xlsx/CEC14\_TIME\*.xlsx" files. Author's Environments --------------------- * Matlab(R) R2012b with all built-in toolbox (to run the MATLAB code) * Windows 7 or 8 (to run benchmark functions) * 40GB disk free space (to store the reproduced data) Reproduce Simulation Results ---------------------------- * Run run.m * The raw data are stored in "src/\*.mat" files. They are formatted in "src/\*.xlsx" files. License ------- * The use of Cauchy random number generator is under the license in "src/cauchy/cauchylicense.txt" * The CEC 2011 and CEC 2014 benchmark sets are downloaded from http://www.ntu.edu.sg/home/EPNSugan/ * The source codes which appear in "src/*.m" are under the license as shown in the follows. SPS-DE Successful-Parent-Selecting Differential Evolution Copyright (C) 2014 Chin-Chang Yang This library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version. This library 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 Lesser General Public License for more details. You should have received a copy of the GNU Lesser General Public License along with this library; if not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA