Premature convergence of standard particle swarm optimisation algorithm based on Markov chain analysis

被引:0
|
作者
Xu, Gang [1 ]
Wu, Zhi-Hua [1 ]
Jiang, Mei-Zhen [1 ]
机构
[1] Department of Mathematics, Nanchang University, Nanchang, China
关键词
Difference models - Markov chain analysis - Particle swarm optimisation - Particle swarm optimisation algorithms - Pre-mature convergences - Step transitions - Stochastic optimisation - Uniform population;
D O I
10.1504/IJWMC.2015.074034
中图分类号
学科分类号
摘要
引用
收藏
页码:377 / 382
相关论文
共 50 条
  • [31] A Particle Swarm Optimization based on Chaotic Neighborhood Search to Avoid Premature Convergence
    Wang, Wei
    Wu, Jin-Mu
    Liu, Jie-Hua
    THIRD INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING, 2009, : 633 - 636
  • [32] Memory-based approaches for eliminating premature convergence in particle swarm optimization
    K. Chaitanya
    D. V. L. N Somayajulu
    P. Radha Krishna
    Applied Intelligence, 2021, 51 : 4575 - 4608
  • [33] The study on convergence and convergence rate of genetic algorithm based on an absorbing Markov chain
    Jing, Jiang
    Meng, Lidong
    Xu, Xiumei
    MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2, 2013, 239-240 : 1511 - 1515
  • [34] Particle swarm optimisation algorithm with forgetting character
    Yuan, Dai-lin
    Chen, Qiu
    INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2010, 2 (01) : 59 - 64
  • [35] Study on the Optimisation Scheme of Heliostat Field Based on Particle Swarm Algorithm
    Jin, Zekun
    Zhu, Manzi
    Bai, Jie
    International Conference on Distributed Computing and Optimization Techniques, ICDCOT 2024, 2024,
  • [36] Wireless sensor networks routing algorithm based on particle swarm optimisation
    Yang, Junhan
    INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2018, 11 (03) : 159 - 164
  • [37] Recurrent hidden Markov models using particle swarm optimisation
    Dong, Zengshou
    Guo, Yina
    Zeng, Jianchao
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2011, 14 (04) : 258 - 264
  • [38] New Evolution Algorithm Based On The Standard Particle Swarm Optimization
    Wang, Lipeng
    Cheng, Yangjie
    Liu, Dong C.
    IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 2011, : 110 - 114
  • [39] Dynamic Diversity Enhancement in Particle Swarm Optimization (DDEPSO) algorithm for preventing from premature convergence
    Nezami, Omid Mohamad
    Bahrampour, Anvar
    Jamshidlou, Paria
    17TH ASIA PACIFIC SYMPOSIUM ON INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES2013, 2013, 24 : 54 - 65
  • [40] Multi-agent simulated annealing algorithm based on particle swarm optimisation algorithm
    Zhong, Yiwen
    Ning, Jing
    Zhang, Hui
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2012, 43 (04) : 335 - 342