粒子群算法(pso)标准测试函数验证程序我要分享

PSO standard test function verification program

PSO三维 pso测试函数 测试-三维 PSO在标准函数 改进的PSO

关注次数: 502

下载次数: 6

文件大小: 3KB

代码分类: 智能算法

开发平台: matlab

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代码描述

中文说明:

粒子群算法(pso)标准测试函数验证程序。在一个m文件中包括了目前文献中用于验证的7个标准测试函数(Ackley等)、三维动态显示,粒子过分集中时打散等功能。旨在为学习和研究者pso算法的同仁提供一个功能较为完备、简单易懂的标准版本,对于初学者可以通过此程序快速的实现入门,以便将更多的精力投入到深层次的研究中去!同时愿与所有致力于此的朋友共同探讨pso算法的改进与应用方面(如多目标、动态系统等)的经验。


English Description:

Particle swarm optimization (PSO) standard test function verification program. In one m file, seven standard test functions (Ackley, etc.) used for verification in the current literature, three-dimensional dynamic display, particle scattering when over concentrated and other functions are included. It aims to provide a relatively complete and easy to understand Standard Version for learners and researchers of PSO algorithm. Beginners can get started quickly through this program, so as to put more energy into deep research! At the same time, I would like to discuss the improvement and application of PSO algorithm (such as multi-objective, dynamic system, etc.) with all my friends who are committed to this.


代码预览

benchmarks_test_pso

...................\PSOstandard_benchmarks_Test.m