Simplified Genetic Algorithm: Simplify and Improve RGA for Parameter Optimizations

The structural complexity and complicated generic operators of Genetic Algorithm (GA) contribute to its slow computational speed. Furthermore, GA and other similar algorithms with a small population size are vulnerable to the problem of premature convergence. Premature convergence causes the algo...

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Bibliographic Details
Main Authors: NGAMTAWEE, R., WARDKEIN, P.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2014-11-01
Series:Advances in Electrical and Computer Engineering
Subjects:
Online Access:http://dx.doi.org/10.4316/AECE.2014.04009