DocumentCode
874264
Title
A particle swarm optimization method with enhanced global search ability for design optimizations of electromagnetic devices
Author
Ho, S.L. ; Yang, Shiyou ; Ni, Guangzheng ; Wong, H.C.
Author_Institution
Dept. of Electr. Eng., Hong Kong Polytech. Univ.
Volume
42
Issue
4
fYear
2006
fDate
4/1/2006 12:00:00 AM
Firstpage
1107
Lastpage
1110
Abstract
Based on the refinement successes to particle swarm optimization (PSO) methods, which include, namely, the introduction of an age variable, the proposal of new selection strategies to find the best solutions of the particle as well as for its neighbors, the design of a novel formula for velocity updating, the incorporation of an intensification search phase, and so on, an improved PSO method is presented. The experimental results reported indicate that the refined pinpointing search ability and the global search ability of the proposed method are significantly improved when compared to those of conventional PSOs
Keywords
electromagnetic devices; particle swarm optimisation; search problems; design optimizations; electromagnetic devices; global search ability; particle swarm optimization; Design optimization; Educational institutions; Electromagnetic devices; Helium; Instruction sets; Optimization methods; Particle swarm optimization; Proposals; Refining; Stochastic processes; Global optimization; metaheuristic algorithm; particle swarm optimization (PSO); stochastic method;
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2006.871426
Filename
1608404
Link To Document