DocumentCode
874280
Title
Simulated annealing with restarts for the optimization of electromagnetic devices
Author
Alfonzetti, Salvatore ; Dilettoso, Emanuele ; Salerno, Nunzio
Author_Institution
Dipt. di Ingegneria Elettrica Elettronica e dei Sistermi, Catania Univ.
Volume
42
Issue
4
fYear
2006
fDate
4/1/2006 12:00:00 AM
Firstpage
1115
Lastpage
1118
Abstract
The simulated annealing (SA) algorithm is often used in the optimization of electromagnetic devices, but in multi-modal continuous problems it may be affected by premature convergence. This paper proposes an improvement to prevent the algorithm from becoming trapped in local minima, called SA with restarts. This algorithm allows an enhancement of performance and a reduction in computing effort, appreciated especially in the optimization of electromagnetic devices, where the single evaluation of an objective function calls for the numerical solution of an electromagnetic field problem
Keywords
electromagnetic devices; simulated annealing; electromagnetic devices optimization; electromagnetic field problem; multimodal continuous problems; simulated annealing algorithm; Computational modeling; Convergence; Electromagnetic devices; Electromagnetic fields; Energy states; Finite element methods; Optimization methods; Simulated annealing; Temperature; Testing; Electromagnetic devices; finite-element methods (FEM); optimization methods; simulated annealing (SA);
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2006.871675
Filename
1608406
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