IEEJ Transactions on Industry Applications
Online ISSN : 1348-8163
Print ISSN : 0913-6339
ISSN-L : 0913-6339
Paper
Fast Computation Technique of Genetic Algorithm Based on Finite Element Method
Wataru KitagawaYoshiyuki IshiharaToshiyuki TodakaKatsuhiro Hirata
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2007 Volume 127 Issue 9 Pages 1009-1012

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Abstract
This paper presents the useful technique to save the computation time in the optimization process of the genetic algorithm (GA). In this technique, genes are encoded for elements as their material information to avoid re-meshing caused by the movement of nodes. Furthermore, the process of the GA is divided into two steps because it requires much computation time to apply the GA for the whole region to be analyzed at once. The usefulness and the flexibility of this technique are verified through the comparison with the usual one when it is applied to an electromagnetic clutch and a solenoid to obtain the maximum attractive force.
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© 2007 by the Institute of Electrical Engineers of Japan
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