GENETIC ALGORITHM MODEL BASED ON DOMINANT GENE SELECTION OPERATOR

KALINLI A., AKSU Ö.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, cilt.26, sa.4, ss.869-875, 2011 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 26 Sayı: 4
  • Basım Tarihi: 2011
  • Dergi Adı: JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.869-875
  • Anahtar Kelimeler: Genetic algorithm, dominant gene selection, continuous optimization, CROSSOVER, OPTIMIZATION, MUTATION
  • Erciyes Üniversitesi Adresli: Evet

Özet

In this work, a new model based on dominant gene selection operator is proposed for the genetic algorithm. The performance of the proposed model is evaluated for the well-known continuous test problems and then its performance is compared to that of standard genetic algorithm. From the results, it was seen that the proposed approach improves the performance of the standard genetic algorithm.