The Effect of a New Generation Based Sequential Selection Operator on the Performance of Genetic Algorithm

Marjan Kuchaki Rafsanjani; Sadegh Eskandari

doi:10.17485/ijst/2012/v5i12.8

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The Effect of a New Generation Based Sequential Selection Operator on the Performance of Genetic Algorithm

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2012/v5i12.8

Year: 2012, Volume: 5, Issue: 12, Pages: 1-4

Original Article

The Effect of a New Generation Based Sequential Selection Operator on the Performance of Genetic Algorithm

¹Marjan Kuchaki Rafsanjani, ²Sadegh Eskandari

^1,2Department of Computer Science, ¹ [email protected], ²[email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

In this study a new sequential combinational selection operator (SCSO) is present. Two traditional selection operators (Tournament Selection and Roulette Wheel Selection) and a developed selection method were applied to traveling salesman problems using MATLAB. The tours obtained using developed selection method, were shorter than those were obtained with existing selection operators for large numbers of cities.
Keywords: Genetic Algorithm, Selection Operator