A modified particle swarm optimizer

被引:8012
|
作者
Shi, YH [1 ]
Eberhart, R [1 ]
机构
[1] Indiana Univ Purdue Univ, Dept Elect Engn, Indianapolis, IN 46202 USA
关键词
D O I
10.1109/ICEC.1998.699146
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we introduce a new parameter, called inertia weight, into the original particle swarm optimizer. Simulations have been done to illustrate the significant and effective impact of this new parameter on the particle swarm optimizer.
引用
收藏
页码:69 / 73
页数:5
相关论文
共 50 条
  • [21] A grouping particle swarm optimizer
    Xiaorong Zhao
    Yuren Zhou
    Yi Xiang
    [J]. Applied Intelligence, 2019, 49 : 2862 - 2873
  • [22] KNOB Particle Swarm Optimizer
    Zhang, Junqi
    Liu, Kun
    Tan, Ying
    [J]. ADVANCES IN SWARM INTELLIGENCE, PT 1, PROCEEDINGS, 2010, 6145 : 78 - +
  • [23] Ensemble particle swarm optimizer
    Lynn, Nandar
    Suganthan, Ponnuthurai Nagaratnam
    [J]. APPLIED SOFT COMPUTING, 2017, 55 : 533 - 548
  • [24] Projection Particle Swarm Optimizer
    Liu, Qingshan
    Xu, Bingrong
    Xiong, Jiang
    Zhang, Wei
    [J]. 2017 SEVENTH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST2017), 2017, : 161 - 168
  • [25] An Extended Particle Swarm Optimizer
    XU Jun-jie
    [J]. The Journal of China Universities of Posts and Telecommunications, 2005, (03) : 105 - 108
  • [26] A modified particle swarm optimizer using an adaptive dynamic weight scheme
    Fan, Shu-Kai S.
    Chang, Ju-Ming
    [J]. DIGITAL HUMAN MODELING, 2007, 4561 : 56 - 65
  • [27] Interior ballistic charge design based on a modified particle swarm optimizer
    Cheng Cheng
    Xiao-Bing Zhang
    [J]. Structural and Multidisciplinary Optimization, 2012, 46 : 303 - 310
  • [28] A modified particle swarm optimizer applied to the solution of the economic dispatch problem
    Mekhamer, SF
    Moustafa, YG
    El-Sherif, N
    Mansour, MM
    [J]. ICEEC'04: 2004 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTER ENGINEERING, PROCEEDINGS, 2004, : 725 - 731
  • [29] A Modified Particle Swarm Optimizer and its Application to the Design of Microwave Filters
    Chauhan, N. C.
    Kartikeyan, M. V.
    Mittal, A.
    [J]. JOURNAL OF INFRARED MILLIMETER AND TERAHERTZ WAVES, 2009, 30 (06) : 598 - 610
  • [30] A Modified Particle Swarm Optimizer and its Application to the Design of Microwave Filters
    N. C. Chauhan
    M. V. Kartikeyan
    A. Mittal
    [J]. Journal of Infrared, Millimeter, and Terahertz Waves, 2009, 30 : 598 - 610