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
来源：
1998 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION - PROCEEDINGS | 1998年
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
  • [31] A particle swarm optimizer with modified velocity update and adaptive diversity regulation
    Comak, Emre
    [J]. EXPERT SYSTEMS, 2019, 36 (01)
  • [32] Interior ballistic charge design based on a modified particle swarm optimizer
    Cheng, Cheng
    Zhang, Xiao-Bing
    [J]. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2012, 46 (02) : 303 - 310
  • [33] A Parellelzing Modified Particle Swarm Optimizer and its Application to Discrete Topological Optimization
    Yang, Bin
    Zhang, Qilin
    [J]. MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 4401 - 4408
  • [34] A modified quantum particle swarm optimizer applied to optimization design of electromagnetic devices
    Rehman, Obaid Ur
    Tu, Shanshan
    Khan, Shafiullah
    Khan, Hashmat
    Yang, Shiyou
    [J]. INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2018, 58 (03) : 347 - 357
  • [35] A Novel Path Planning for Mobile Robots Using Modified Particle Swarm Optimizer
    Lei, Kaiyou
    Qiu, Yuhui
    He, Yi
    [J]. ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 981 - +
  • [36] Modified Particle Swarm Optimizer with Adaptive Dynamic Weights for Cancer Combinational Chemotherapy
    Soundararajan, Harish Chandra
    Raman, Japannathan
    Muthucumaraswamy, R.
    [J]. ADVANCED DATA MINING AND APPLICATIONS, PROCEEDINGS, 2008, 5139 : 563 - +
  • [37] Fully connected particle swarm optimizer
    Sun, Y.
    Djouani, K.
    Qi, G.
    van Wyk, B. J.
    Wang, Z.
    [J]. ENGINEERING OPTIMIZATION, 2011, 43 (07) : 801 - 812
  • [38] A new dynamic particle swarm optimizer
    Zheng, Binbin
    Li, Yuanxiang
    Shen, Xianjun
    Zheng, Bojin
    [J]. SIMULATED EVOLUTION AND LEARNING, PROCEEDINGS, 2006, 4247 : 481 - 488
  • [39] Particle Swarm Optimizer with Full Information
    Liu, Yanmin
    Li, Chengqi
    Wu, Xiangbiao
    Zeng, Qingyu
    Liu, Rui
    Huang, Tao
    [J]. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT I, 2016, 9771 : 644 - 650
  • [40] Adaptive cooperative particle swarm optimizer
    Mohammad Hasanzadeh
    Mohammad Reza Meybodi
    Mohammad Mehdi Ebadzadeh
    [J]. Applied Intelligence, 2013, 39 : 397 - 420
12345