A Novel Particle Swarm Optimization Based on Population Category

被引:0
|
作者
Wang, Jingying [1 ]
Qu, Jianhua [1 ]
机构
[1] Shandong Normal Univ, Sch Management Sci & Engn, Jinan, Shandong, Peoples R China
关键词
SCHEDULING PROBLEM;
D O I
10.1063/1.5005252
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper raised a novel particle swarm optimization algorithm based on population category. Traditional particle swarm optimization algorithm is easily to trap in local optimum. In order to avoid standard algorithm appearing premature convergence, this novel algorithm use population category strategy to find new directions for particles. At last, computational results show that the new method is effective and has a high-performance.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Particle swarm optimization with variable population size
    Lanzarini, Laura
    Leza, Victoria
    De Giusti, Armando
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2008, PROCEEDINGS, 2008, 5097 : 438 - 449
  • [32] New Particle Swarm Optimization with Diminishing Population
    Zakeri, Fahimeh
    JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS, 2014, 9 (04): : 314 - 320
  • [33] Normalized Population Diversity in Particle Swarm Optimization
    Cheng, Shi
    Shi, Yuhui
    ADVANCES IN SWARM INTELLIGENCE, PT I, 2011, 6728 : 38 - 45
  • [34] A Novel Particle Swarm Optimization Algorithm for Global Optimization
    Wang, Chun-Feng
    Liu, Kui
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2016, 2016
  • [35] A novel particle swarm optimization for constrained optimization problems
    Li, XY
    Tian, P
    Kong, M
    AI 2005: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2005, 3809 : 1305 - 1310
  • [36] Particle swarm optimization based on Multiobjective Optimization
    Ma, Zirui
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 2146 - 2149
  • [37] A novel fast motion estimation method based on particle swarm optimization
    Du, GY
    Huang, TS
    Song, LX
    Zhao, BJ
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 5038 - 5042
  • [38] A Novel Numerical Computation Method Based on Particle Swarm Optimization Algorithm
    Zhou, Yongquan
    Wei, Xingqiong
    JOURNAL OF COMPUTERS, 2010, 5 (02) : 226 - 233
  • [39] A novel particle swarm optimization based on hybrid-learning model
    Wang, Yufeng
    Wang, BoCheng
    Li, Zhuang
    Xu, Chunyu
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (04) : 7056 - 7087
  • [40] A novel chaotic particle swarm optimization based fuzzy clustering algorithm
    Li, Chaoshun
    Zhou, Jianzhong
    Kou, Pangao
    Xiao, Jian
    NEUROCOMPUTING, 2012, 83 : 98 - 109