Creating Complex Networks Using Multi-Swarm PSO

被引:3
|
作者
Pluhacek, Michal [1 ]
Senkerik, Roman [1 ]
Viktorin, Adam [1 ]
Zelinka, Ivan [2 ]
机构
[1] Tomas Bata Univ Zlin, Fac Appl Informat, TG Masaryka 5555, Zlin 76001, Czech Republic
[2] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, 17 Listopadu 15, Ostrava 70833, Czech Republic
来源
2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS) | 2016年
关键词
Particle Swarm; Optimization; Complex Network; Multi-swarm;
D O I
10.1109/INCoS.2016.86
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we discuss the possibility of generating complex networks by multi-swarm Particle Swarm Optimization algorithm. A methodology is proposed and visualizations of created networks are presented. Also we discuss the future possibility of employing advanced complex network analysis to improve the performance of the multi-swarm PSO.
引用
收藏
页码:180 / 185
页数:6
相关论文
共 50 条
  • [1] Improvement Strategies for Multi-swarm PSO in Dynamic Environments
    Novoa-Hernandez, Pavel
    Pelta, David A.
    Cruz Corona, Carlos
    NICSO 2010: NATURE INSPIRED COOPERATIVE STRATEGIES FOR OPTIMIZATION, 2010, 284 : 371 - +
  • [2] Multi-Swarm Parallel PSO: Hardware Implementation
    Tewolde, Girma S.
    Hanna, Darrin M.
    Haskell, Richard E.
    2009 IEEE SWARM INTELLIGENCE SYMPOSIUM, 2009, : 60 - +
  • [3] Symbiotic Multi-swarm PSO for Portfolio Optimization
    Niu, Ben
    Xue, Bing
    Li, Li
    Chai, Yujuan
    EMERGING INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2009, 5755 : 776 - +
  • [4] A Different Topology Multi-swarm PSO in Dynamic Environment
    Zheng Xiangwei
    Liu Hong
    2009 IEEE INTERNATIONAL SYMPOSIUM ON IT IN MEDICINE & EDUCATION, VOLS 1 AND 2, PROCEEDINGS, 2009, : 790 - 795
  • [5] Multi-swarm that learns
    Trojanowski, Krzysztof
    CONTROL AND CYBERNETICS, 2010, 39 (02): : 359 - 375
  • [6] A multi-swarm PSO using charged particles in a partitioned search space for continuous optimization
    El Dor, Abbas
    Clerc, Maurice
    Siarry, Patrick
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2012, 53 (01) : 271 - 295
  • [7] A multi-swarm PSO using charged particles in a partitioned search space for continuous optimization
    Abbas El Dor
    Maurice Clerc
    Patrick Siarry
    Computational Optimization and Applications, 2012, 53 : 271 - 295
  • [8] HIDMS-PSO: A New Heterogeneous Improved Dynamic Multi-Swarm PSO Algorithm
    Varna, Fevzi Tugrul
    Husbands, Phil
    2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 473 - 480
  • [9] RFID network planning using a multi-swarm optimizer
    Chen, Hanning
    Zhu, Yunlong
    Hu, Kunyuan
    Ku, Tao
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2011, 34 (03) : 888 - 901
  • [10] A note on the exclusion operator in multi-swarm PSO algorithms for dynamic environments
    Kordestani, Javidan Kazemi
    Meybodi, Mohammad Reza
    Rahmani, Amir Masoud
    CONNECTION SCIENCE, 2020, 32 (03) : 239 - 263