Comments on "Particle swarm optimization with fractional-order velocity"

被引:5
作者
Zhang, Xiangyin [1 ]
Duan, Haibin [1 ]
机构
[1] Beihang Univ BUAA, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Fractional-order calculus; Particle swarm optimization;
D O I
10.1007/s11071-014-1288-2
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, some comments on the paper Solteiro Pires et al. (Nonlinear Dyn. 67:893-901, 2010) are presented. We demonstrate that the authors of the above paper have deduced the incorrect formula about the velocity updating strategy of the fractional-order particle swarm optimization algorithm. This paper deduces the modified updating formula, and verified experiments are also conducted.
引用
收藏
页码:427 / 429
页数:3
相关论文
共 7 条
  • [1] Introducing the fractional-order Darwinian PSO
    Couceiro, Micael S.
    Rocha, Rui P.
    Fonseca Ferreira, N. M.
    Tenreiro Machado, J. A.
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2012, 6 (03) : 343 - 350
  • [2] Non-linear dual-mode receding horizon control for multiple unmanned air vehicles formation flight based on chaotic particle swarm optimisation
    Duan, H. B.
    Liu, S. Q.
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2010, 4 (11) : 2565 - 2578
  • [3] Hybrid Particle Swarm Optimization and Genetic Algorithm for Multi-UAV Formation Reconfiguration
    Duan, Haibin
    Luo, Qinan
    Ma, Guanjun
    Shi, Yuhui
    [J]. IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2013, 8 (03) : 16 - 27
  • [4] Parameters identification of UCAV flight control system based on predator-prey particle swarm optimization
    Duan HaiBin
    Yu YaXiang
    Zhao ZhenYu
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2013, 56 (01) : 1 - 12
  • [5] Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization
    Ghamisi, Pedram
    Couceiro, Micael S.
    Martins, Fernando M. L.
    Benediktsson, Jon Atli
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (05): : 2382 - 2394
  • [6] An efficient method for segmentation of images based on fractional calculus and natural selection
    Ghamisi, Pedram
    Couceiro, Micael S.
    Benediktsson, Jon Atli
    Ferreira, Nuno M. F.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (16) : 12407 - 12417
  • [7] Solteiro Pires E.J., 2010, NONLINEAR DYNAM, V67, P893