crta
Hrvatska znanstvena Sekcija img
bibliografija
3 gif
 Home
 About the project
 FAQ
 Contact
4 gif
Browsing
Basic search
Advanced search
Statistical data
Other bibliographies
Similar projects
 Catalogues and databases

Bibliographic record number: 588565

Journal

Authors: Picek, Stjepan; Golub, Marin; Jakobović, Domagoj
Title: Influence of the Crossover Operator in the Performance of the Hybrid Taguchi GA
( Influence of the Crossover Operator in the Performance of the Hybrid Taguchi GA )
Source: Proceedings of the 2012 IEEE Congress on Evolutionary Computation / Xiaodong Li (ed). - Brisbane :
Meeting: IEEE Congress on Evolutionary Computation CEC 2012
Location and date: Brisbane, Australija, 10.-15.06.2012.
Keywords: genetic algorithms ; Representation and operators
( genetic algorithms ; Representation and operators )
Abstract:
This paper investigates the influence of different crossover operators on the efficiency of the hybrid Taguchi genetic algorithm and aims to provide guidelines for algorithm's usage in continuous optimization. We examine the hybrid Taguchi genetic algorithm (HTGA) with 8 different crossover operators and apply it to 15 benchmark numerical optimization problems. The implementation uses binary representation which maps chromosomes to values in real domain with arbitrary precision. Different crossover operators are used with the HTGA and a detailed statistical analysis is performed to evaluate their performance. The results indicate that the HTGA obtains better results with crossover operators different than the ones commonly reported in literature.
Type of meeting: Predavanje
Type of presentation in a journal: Full-text (1500 words and more)
Type of peer-review: International peer-review
Project / theme: 036-0362980-1921
Original language: eng
Category: Znanstveni
Research fields:
Computer science
Full paper text: 588565.bare_conf.pdf (tekst priložen 22. Srp. 2012. u 15:55 sati)
URL: http://www.zemris.fer.hr/~golub/clanci/CEC_2012.pdf
Contrib. to CROSBI by: yeti@fer.hr (yeti@fer.hr), 22. Srp. 2012. u 15:55 sati



  Print version   za tiskati


upomoc
foot_4