DocumentCode :
913272
Title :
A multiquadrics-based algorithm for the acceleration of simulated annealing optimization procedures
Author :
Alotto, P. ; Caiti, A. ; Molinari, G. ; Repetto, M.
Author_Institution :
Dipartimento di Ingegneria Elettrica, Genova Univ., Italy
Volume :
32
Issue :
3
fYear :
1996
fDate :
5/1/1996 12:00:00 AM
Firstpage :
1198
Lastpage :
1201
Abstract :
A procedure to significantly reduce the computational cost of the simulated annealing optimization algorithm coupled with analysis methods is proposed for EM devices. The chosen approach relies on the application of the simulated annealing method to an analytical approximation of the true objective function, expressed in the form of a multiquadric expansion. The algorithm is fully described, its potential advantages are pointed out and some test cases showing the effectiveness of the implemented strategy are reported and discussed. As an example the superconducting magnet energy storage device is mentioned
Keywords :
computational complexity; electromagnetic devices; finite element analysis; simulated annealing; superconducting magnet energy storage; SMES; acceleration; computational cost; implemented strategy; multiquadrics-based algorithm; simulated annealing optimization procedures; superconducting magnet energy storage device; true objective function; Acceleration; Algorithm design and analysis; Analytical models; Computational efficiency; Computational modeling; Magnetic analysis; Optimization methods; Simulated annealing; Superconducting magnets; Testing;
fLanguage :
English
Journal_Title :
Magnetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9464
Type :
jour
DOI :
10.1109/20.497458
Filename :
497458
Link To Document :
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