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Parameter Determination of Induction Machines by Hybrid Genetic Algorithms.

Authors :
Carbonell, Jaime G.
Siekmann, Jörg
Apolloni, Bruno
Howlett, Robert J.
Jain, Lakhmi
Mutluer, Mümtaz
Bilgin, Osman
Çunkaş, Mehmet
Source :
Knowledge-Based Intelligent Information & Engineering Systems (9783540748175); 2007, p116-124, 9p
Publication Year :
2007

Abstract

In general, a genetic algorithm combined with other algorithms (e.g. tabu search, simulated annealing, etc.) is well known to be a powerful approach. In this paper, an efficient hybrid approach containing local search and genetic algorithms is presented. The purpose of the using local search mechanisms is to provide better the solution quality and to increase the convergence speed. It is demonstrated that the performance of the proposed algorithms is significantly better than the conventional genetic algorithm methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540748175
Database :
Complementary Index
Journal :
Knowledge-Based Intelligent Information & Engineering Systems (9783540748175)
Publication Type :
Book
Accession number :
33197376
Full Text :
https://doi.org/10.1007/978-3-540-74819-9_15