CROSS BREEDING IN GENETIC OPTIMIZATION AND ITS APPLICATION TO FUZZY-LOGIC CONTROLLER-DESIGN

Authors
PHAM DT KARABOGA D
Citation
Dt. Pham et D. Karaboga, CROSS BREEDING IN GENETIC OPTIMIZATION AND ITS APPLICATION TO FUZZY-LOGIC CONTROLLER-DESIGN, Artificial intelligence in engineering, 12(1-2), 1998, pp. 15-20
Citations number
12
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Artificial Intelligence",Engineering
Journal title
Artificial intelligence in engineering → ACNP
ISSN journal
09541810
Volume
12
Issue
1-2
Year of publication
1998
Pages
15 - 20
Database
ISI
SICI code
0954-1810(1998)12:1-2<15:CBIGOA>2.0.ZU;2-X
Abstract
This paper describes a simple genetic algorithm (GA) based on the idea of cross breeding 'chromosomes' from different solution populations. The proposed genetic algorithm has been tested against a standard GA o n the problem of designing fuzzy logic controllers. The paper presents the simulation results obtained for the control of a second-order tim e-delayed plant. These demonstrate the effectiveness of the proposed a lgorithm. (C) 1997 Elsevier Science Limited.