DocumentCode
1211149
Title
Application of a parallel particle swarm optimization scheme to the design of electromagnetic absorbers
Author
Cui, Suomin ; Weile, Daniel S.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
Volume
53
Issue
11
fYear
2005
Firstpage
3616
Lastpage
3624
Abstract
The application of parallel (synchronous) particle swarm optimization (PSO) to electromagnetic absorber design is described. Synchronous PSO is a version of PSO that allows for parallelization and hence faster optimization. The velocity updating rule is empirically determined, and a simple approach is presented to improve its robustness. Absorbers designed with the PSO approach are compared with absorbers designed by genetic algorithms (GAs). Numerical results demonstrate that the PSO is able to deliver absorbers with comparable performance to GA-designed absorbers, with much less computational cost.
Keywords
electromagnetic wave absorption; parallel processing; particle swarm optimisation; electromagnetic absorber design; parallel processing; particle swarm optimization; synchronous PSO; Algorithm design and analysis; Birds; Computational efficiency; Convergence; Genetic algorithms; Marine animals; Parallel processing; Particle swarm optimization; Robustness; Stochastic processes; Electromagnetic absorbers; genetic algorithms; optimization; parallel processing; particle swarm optimization;
fLanguage
English
Journal_Title
Antennas and Propagation, IEEE Transactions on
Publisher
ieee
ISSN
0018-926X
Type
jour
DOI
10.1109/TAP.2005.858866
Filename
1528731
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