A novel ecological-biological-behavior praticle swarm optimization for Ackley'S function

Jhen Jai Hu, Yu Te Su, Tzuu Hseng S. Li

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

Basing on the simulation of a social metaphor instead of the survival of the fittest individual paradigm, particle swarm optimization is a population-based swarm intelligence algorithm. Inspired by the conventional particle swarm method, ecological theory, and biological theory, this work proposes a novel ecological-biological-behaved particle swarm optimization (EBB-PSO) algorithm using logical growth model with symbiotic relationship. The simulation results demonstrate good performance of the proposed algorithm in solving a significant benchmark problem in multi-modal function, namely the Ackley's problem.

原文English
主出版物標題3CA 2010 - 2010 International Symposium on Computer, Communication, Control and Automation
頁面377-380
頁數4
DOIs
出版狀態Published - 2010
事件2010 International Symposium on Computer, Communication, Control and Automation, 3CA 2010 - Tainan, Taiwan
持續時間: 2010 5月 52010 5月 7

出版系列

名字3CA 2010 - 2010 International Symposium on Computer, Communication, Control and Automation
2

Other

Other2010 International Symposium on Computer, Communication, Control and Automation, 3CA 2010
國家/地區Taiwan
城市Tainan
期間10-05-0510-05-07

All Science Journal Classification (ASJC) codes

  • 電腦網路與通信
  • 硬體和架構
  • 控制與系統工程

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