Asynchronous Steady State Particle Swarm

被引：3
|
作者：
Fernandes, Carlos M. [1 ]
Julian Merelo, Juan [2 ]
Rosa, Agostinho C. [1 ]
机构：
[1] Univ Lisbon, LARSyS Lab Robot & Syst Engn & Sci, Lisbon, Portugal
[2] Univ Granada, Dept Comp Architecture, Granada, Spain
来源：
PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'16 COMPANION) | 2016年
关键词：
Particle Swarm Optimization; Asynchronous PSO; Self-Organized Criticality;
D O I：
10.1145/2908961.2909035
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
We propose an asynchronous and steady state update strategy for the Particle Swarm Optimization inspired by the Bak-Sneppen model of co-evolution between interacting species: only the worst particle and its neighbors are updated and evaluated in each time-step. The strategy improves the quality of results and convergence speed of PSO with Moore neighborhood.
引用
收藏
页码：1 / 2
页数：2
相关论文
共 50 条
  • [31] Multiuser detection for asynchronous multicarrier CDMA using particle swarm optimization
    Zubair, Muhammad
    Choudhry, Muhammad A. S.
    Naveed, Aqdas
    Qureshi, Ijaz Mansoor
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2008, E91B (05) : 1636 - 1639
  • [32] Microwave Imaging of Buried Dielectric Cylinders by Asynchronous Particle Swarm Optimization
    Li, Ching Lieh
    Tuen, Lung-Fai
    Lee, Chao-Hsien
    Sun, Chi-Hsien
    Chen, Chien-Hung
    2014 INTERNATIONAL CONFERENCE ON INTELLIGENT GREEN BUILDING AND SMART GRID (IGBSG), 2014,
  • [33] Parallel scalable hardware implementation of asynchronous discrete particle swarm optimization
    Farmahini-Farahani, Amin
    Vakili, Shervin
    Fakhraie, Sied Mehdi
    Safari, Saeed
    Lucas, Caro
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2010, 23 (02) : 177 - 187
  • [34] Cooperative Asynchronous Parallel Particle Swarm Optimization for Large Dimensional Problems
    Bourennani, Farid
    INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2019, 10 (03) : 19 - 38
  • [35] Autonomous Particles Groups for Synchronous-Asynchronous Particle Swarm Optimization
    Valdivia-Gonzalez, Arturo
    Aranguren-Navarro, Itzel N.
    2018 IEEE LATIN AMERICAN CONFERENCE ON COMPUTATIONAL INTELLIGENCE (LA-CCI), 2018,
  • [36] Applying Improved Particle Swarm Optimization to Asynchronous Parallel Disassembly Planning
    Tseng, Hwai-En
    Chang, Chien-Cheng
    Chung, Ting-Wei
    IEEE ACCESS, 2022, 10 : 80555 - 80564
  • [37] Asynchronous parallelization of particle swarm optimization through digital pheromone sharing
    Kalivarapu, Vijay K.
    Winer, Eliot H.
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2009, 39 (03) : 263 - 281
  • [38] Comparison of particle swarm optimization and asynchronous particle swarm optimization for inverse scattering of a two-dimensional perfectly conducting cylinder
    Chiu, Chien-Ching
    Sun, Chi-Hsien
    Chang, Wan-Ling
    INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2011, 35 (04) : 249 - 261
  • [39] An Improved Current Control Strategy Based on Particle Swarm Optimization and Steady-State Error Correction for SAPF
    Cao, Wu
    Liu, Kangli
    Wu, Mumu
    Xu, Sheng
    Zhao, Jianfeng
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2019, 55 (04) : 4268 - 4274
  • [40] The design of PID controller for continuous steel casting using adaptive steady-state particle swarm optimization
    Wang, Shichun
    2013 10TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2013, : 783 - 788
12345