Parallel Cat Swarm Optimization

被引：102
|
作者：
Tsai, Pei-Wei [1 ]
Pan, Jeng-Shyang [1 ]
Chen, Shyi-Ming [2 ,3 ]
Liao, Bin-Yih [1 ]
Hao, Szu-Ping [4 ]
机构：
[1] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, Kaohsiung 807, Taiwan
[2] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[3] Jinwen Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[4] Natl Kaohsiung Univ Appl Sci, Dept Mech Engn, Kaohsiung, Taiwan
来源：
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2008年
关键词：
evolutionary; swarm intelligent; computational intelligence; optimization; parallel swarm;
D O I：
10.1109/ICMLC.2008.4620980
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
We investigate a parallel structure of Cat Swarm Optimization (CSO) in this paper, and we call it Parallel Cat Swarm Optimization (PCSO). In the experiments, we compare Particle Swarm Optimization (PSO) with CSO and PCSO. The experimental results indicate that both CSO and PCSO perform well. Moreover, PCSO is an effective scheme to improve the convergent speed of Cat Swarm Optimization in case the population size is small and the whole iteration is less.
引用
收藏
页码：3328 / +
页数：2
相关论文
共 50 条
  • [31] Advances in Sand Cat Swarm Optimization: A Comprehensive Study
    Anka, Ferzat
    Aghayev, Nazim
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2025,
  • [32] IIR system identification using cat swarm optimization
    Panda, Ganapati
    Pradhan, Pyari Mohan
    Majhi, Babita
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (10) : 12671 - 12683
  • [33] System Identification by Crazy-Cat Swarm Optimization
    Sarangi, Archana
    Sarangi, Shubhendu Kumar
    Mukherjee, Madhurima
    Panigrahi, Siba Prasada
    2015 INTERNATIONAL CONFERENCE ON MICROWAVE, OPTICAL AND COMMUNICATION ENGINEERING (ICMOCE), 2015, : 439 - 442
  • [34] Modification of Sand Cat Swarm Optimization for Classification Problems
    Pravesjit, Sakkayaphop
    Kantawong, Krittika
    Hunta, Sathien
    Jitkongchuen, Duangjai
    Thammano, Arit
    Longpradit, Panchit
    2024 5TH INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS AND PRACTICES, IBDAP, 2024, : 113 - 117
  • [35] Fuzzy Identification base on cat swarm optimization Algorithm
    Sun Xu
    Xu Xuesong
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 4264 - 4269
  • [36] Average-Inertia Weighted Cat Swarm Optimization
    Orouskhani, Maysam
    Mansouri, Mohammad
    Teshnehlab, Mohammad
    ADVANCES IN SWARM INTELLIGENCE, PT I, 2011, 6728 : 321 - 328
  • [37] An Improved Cat Swarm Optimization Algorithm and Application Research
    Zhang, Yundong
    Tian, Yafei
    2015 SEVENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2015, : 207 - 211
  • [38] Parallel particle swarm optimization for attribute reduction
    Xu, Lei
    Zhang, Fengming
    SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 1, PROCEEDINGS, 2007, : 770 - +
  • [39] A Survey on Parallel Particle Swarm Optimization Algorithms
    Lalwani, Soniya
    Sharma, Harish
    Satapathy, Suresh Chandra
    Deep, Kusum
    Bansal, Jagdish Chand
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (04) : 2899 - 2923
  • [40] Parallel global optimization with the particle swarm algorithm
    Schutte, JF
    Reinbolt, JA
    Fregly, BJ
    Haftka, RT
    George, AD
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2004, 61 (13) : 2296 - 2315
12345