An improved PSO method with application to multimodal functions of inverse problems

Siu Lau Ho, S. Y. Yang, G. Z. Ni, K. F. Wong

Research output: Journal article publicationJournal articleAcademic researchpeer-review

30 Citations (Scopus)

Abstract

Improvements that use new formulas and strategies for updating the particles' velocity and position, craziness, adaptive velocity adjustment scheme, and the use of a simple refinement searching scheme and so on are proposed on particle swarm optimization (PSO) methods to enhance their performances. Numerical results are given to validate the feasibility and to demonstrate the merits of the proposed method.
Original languageEnglish
Pages (from-to)1597-1600
Number of pages4
JournalIEEE Transactions on Magnetics
Volume43
Issue number4
DOIs
Publication statusPublished - 1 Apr 2007

Keywords

  • Design optimization
  • Evolutionary algorithm
  • Global optimal method
  • Particle swarm optimization (PSO) method

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Physics and Astronomy (miscellaneous)

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