Testing of a Modified Particle Swarm Optimization Algorithm Using Different Benchmark Functions

被引:0
作者
Hamdan, Shawkat [1 ]
El Zawawi, Amr [1 ]
机构
[1] Beirut Arab Univ, Dept Elect Engn, Debbiah, Lebanon
来源
SOFA 2009: 3RD INTERNATIONAL WORKSHOP ON SOFT COMPUTING APPLICATIONS, PROCEEDINGS | 2009年
关键词
Particle swarm optimization (PSO); Modified particle swarm optimization (MPSO); benchmark functions;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents a new optimization algorithm called modified particle swarm optimization MPSO technique. In order to demonstrate the advantages of this MPSO technique, it is tested using different benchmark functions and the results are compared with those obtained using the classical particle swarm optimization PSO algorithm.
引用
收藏
页码:113 / 116
页数:4
相关论文
共 50 条
  • [1] An Improved Particle Swarm Optimization Algorithm applied to Benchmark Functions
    Uriarte, Alfonso
    Melin, Patricia
    Valdez, Fevrier
    2016 IEEE 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS (IS), 2016, : 128 - 132
  • [2] Optimization of Benchmark Functions using A Nature Inspired Bird Swarm Algorithm
    Parashar, Monika
    Rajput, Swati
    Dubey, Hari Mohan
    Pandit, Manjaree
    2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE & COMMUNICATION TECHNOLOGY (CICT), 2017,
  • [3] A modified particle swarm optimization algorithm
    Zhang, QL
    Li, X
    Tran, QA
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 2993 - 2995
  • [4] Performance Comparison of Genetic Algorithm, Differential Evolution and Particle Swarm Optimization Towards Benchmark Functions
    Lim, Seng Poh
    Haron, Habibollah
    2013 IEEE CONFERENCE ON OPEN SYSTEMS (ICOS), 2013, : 41 - 46
  • [5] Generating synthetic benchmark circuits for accelerated life testing of field programmable gate arrays using genetic algorithm and particle swarm optimization
    Srivani, L.
    Giri, N. H. V. Krishna
    Ganesh, Shankar
    Kamakoti, V.
    APPLIED SOFT COMPUTING, 2015, 27 : 179 - 190
  • [6] A new modified particle swarm optimization algorithm for adaptive equalization
    Al-Awami, Ali T.
    Zerguine, Azzedine
    Cheded, Lahouari
    Zidouri, Abdelmalek
    Saif, Waleed
    DIGITAL SIGNAL PROCESSING, 2011, 21 (02) : 195 - 207
  • [7] A Modified Particle Swarm Optimization Algorithm for Global Optimizations of Inverse Problems
    Khan, Shafi Ullah
    Yang, Shiyou
    Wang, Luyu
    Liu, Lei
    IEEE TRANSACTIONS ON MAGNETICS, 2016, 52 (03)
  • [8] Optimization of a subset of apple features based on modified particle swarm algorithm
    Zhu, Weixing
    Hou, Dajun
    Zhang, Jin
    Zhang, Jian
    2010 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS (IITSI 2010), 2010, : 427 - 430
  • [9] Analysis of Gaussian & Cauchy Mutations in Modified Particle Swarm Optimization Algorithm
    Sarangi, Archana
    Samal, Sonali
    Sarangi, Shubhendu Kumar
    2019 5TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS (ICACCS), 2019, : 463 - 467
  • [10] Modified Particle Swarm Optimization for Unconstrained Optimization
    Zhou, Zhigang
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 5, 2010, : 377 - 380