DocumentCode
1336256
Title
Genetic algorithm optimization applied to electromagnetics: a review
Author
Weile, Daniel S. ; Michielssen, Eric
Author_Institution
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Volume
45
Issue
3
fYear
1997
fDate
3/1/1997 12:00:00 AM
Firstpage
343
Lastpage
353
Abstract
Genetic algorithms are on the rise in electromagnetics as design tools and problem solvers because of their versatility and ability to optimize in complex multimodal search spaces. This paper describes the basic genetic algorithm and recounts its history in the electromagnetics literature. Also, the application of advanced genetic operators to the field of electromagnetics is described, and design results are presented for a number of different applications
Keywords
electromagnetism; genetic algorithms; reviews; complex multimodal search spaces; design results; design tools; electromagnetics; genetic algorithm optimization; genetic operators; problem solvers; Algorithm design and analysis; Design optimization; Electromagnetic devices; Electromagnetic fields; Genetic algorithms; History; Maxwell equations; Nonlinear equations; Optimization methods; Stochastic processes;
fLanguage
English
Journal_Title
Antennas and Propagation, IEEE Transactions on
Publisher
ieee
ISSN
0018-926X
Type
jour
DOI
10.1109/8.558650
Filename
558650
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