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Published: Građevinar 69 (2017) 12
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Genetic algorithm for networks with dynamic mutation rate

Tulin Cetin, Mehmet Ali Yurdusev

Abstract

A genetic algorithm based on hydraulic optimization is applied in the paper in order to achieve the lowest possible costs, the most appropriate pipe diameter, and the most favourable longitudinal slope values. A new algorithm for mutation operation, called the dynamic mutation rate method, is proposed as a means to reduce the number of trials for genetic algorithm parameters, especially for mutation rates, and to obtain an optimum value in the shortest possible time.

Keywords
genetic algorithm, storm-sewer networks, optimization, hydraulic design

HOW TO CITE THIS ARTICLE:

Cetin, T., Yurdusev, M. A.: Genetic algorithm for networks with dynamic mutation rate, GRAĐEVINAR, 69 (2017) 12, pp. 1101-1109, doi: https://doi.org/10.14256/JCE.1533.2015

OR:

Cetin, T., Yurdusev, M. A. (2017). Genetic algorithm for networks with dynamic mutation rate, GRAĐEVINAR, 69 (12), 1101-1109, doi: https://doi.org/10.14256/JCE.1533.2015

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This paper is licensed under a Creative Commons Attribution 4.0 International License.
Authors:
tulin cetin WEB
Tulin Cetin
Celal Bayar University Engineering
Faculty Civil Engineering Department
mehmet ali yurdusev WEB
Mehmet Ali Yurdusev
Celal Bayar University Engineering
Faculty Civil Engineering Department