Current Proceedings on Technology

Current Proceedings on Technology

A Novel Crossover Operator for Genetic Algorithms: Ring Crossover

Yazarlar: Yılmaz Kaya, Murat Uyar, Ramazan Tekin

Cilt 1 , Sayı - , 2012 , Sayfalar -

Konular:-

Anahtar Kelimeler:Genetic algorithm,Crossover operator,Ring crossover

Özet: The genetic algorithm (GA) is an optimization and search technique based on the principles of genetics and natural selection. A GA allows a population composed of many individuals to evolve under specified selection rules to a state that maximizes the “fitness” function. In that process, crossover operator plays an important role. To comprehend the GAs as a whole, it is necessary to understand the role of a crossover operator. In this paper, a novel crossover operator called ‘ring crossover’ is proposed. In order to evaluate the efficiency and feasibility of the proposed operator, a comparison between the results of this study and results of different crossover operators used in GAs is made through a number of test functions with various levels of difficulty. Results of this study clearly show significant differences between the proposed operator and the other crossover operators.

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@article{2012, title={A Novel Crossover Operator for Genetic Algorithms: Ring Crossover}, volume={1}, number={0}, publisher={Current Proceedings on Technology }, author={Yılmaz Kaya, Murat Uyar, Ramazan Tekin}, year={2012} }
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Yılmaz Kaya, Murat Uyar, Ramazan Tekin. (2012). A Novel Crossover Operator for Genetic Algorithms: Ring Crossover (Vol. 1). Vol. 1. Current Proceedings on Technology .
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Yılmaz Kaya, Murat Uyar, Ramazan Tekin. A Novel Crossover Operator for Genetic Algorithms: Ring Crossover. no. 0, Current Proceedings on Technology , 2012.
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