DocumentCode :
1428565
Title :
Comparison of Evolutionary and Rule-Based Strategies for Electromagnetic Device Optimization
Author :
Ouyang, Jun ; Lowther, David A.
Author_Institution :
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
Volume :
48
Issue :
2
fYear :
2012
Firstpage :
371
Lastpage :
374
Abstract :
The use of optimization techniques to improve the design of electromagnetic (EM) devices is becoming very common. However, choosing an appropriate strategy to carry out an optimization process within a practical design activity is still a pending problem. This paper proposes a novel knowledge-based strategy and compares its performance against a standard evolutionary approach. The approaches are implemented as part of a case-based design system and are tested on an induction motor design.
Keywords :
electromagnetic devices; evolutionary computation; induction motors; optimisation; EM devices; case-based design system; electromagnetic device optimization techniques; evolutionary strategy; induction motor design; rule-based strategy; Algorithm design and analysis; Engines; Induction motors; Optimization; Semantics; Stators; Vectors; Design space; electromagnetic (EM) device; evolutionary strategy; optimization; semantic network;
fLanguage :
English
Journal_Title :
Magnetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9464
Type :
jour
DOI :
10.1109/TMAG.2011.2172921
Filename :
6136669
Link To Document :
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