Genetic algorithm for networks with dynamic mutation rate

Genetic algorithm for networks with dynamic mutation rate

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 propos...

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Main Authors: Tulin Cetin, Mehmet Ali Yurdusev
Format: Article
Language:English
Published: Croatian Association of Civil Engineers 2017-12-01
Series:Građevinar
Online Access:https://doi.org/10.14256/JCE.1533.2015
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spelling doaj-f4e5080f30c8418f81a776a90b2d3e9f2020-11-24T22:30:00ZengCroatian Association of Civil EngineersGrađevinar0350-24651333-90952017-12-016912.1101110910.14256/JCE.1533.2015192786Genetic algorithm for networks with dynamic mutation rateTulin CetinMehmet Ali YurdusevA 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.https://doi.org/10.14256/JCE.1533.2015
collection DOAJ
language English
format Article
sources DOAJ
author Tulin Cetin
Mehmet Ali Yurdusev
spellingShingle Tulin Cetin
Mehmet Ali Yurdusev
Genetic algorithm for networks with dynamic mutation rate
Građevinar
author_facet Tulin Cetin
Mehmet Ali Yurdusev
author_sort Tulin Cetin
title Genetic algorithm for networks with dynamic mutation rate
title_short Genetic algorithm for networks with dynamic mutation rate
title_full Genetic algorithm for networks with dynamic mutation rate
title_fullStr Genetic algorithm for networks with dynamic mutation rate
title_full_unstemmed Genetic algorithm for networks with dynamic mutation rate
title_sort genetic algorithm for networks with dynamic mutation rate
publisher Croatian Association of Civil Engineers
series Građevinar
issn 0350-2465
1333-9095
publishDate 2017-12-01
description 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.
url https://doi.org/10.14256/JCE.1533.2015
work_keys_str_mv AT tulincetin geneticalgorithmfornetworkswithdynamicmutationrate
AT mehmetaliyurdusev geneticalgorithmfornetworkswithdynamicmutationrate
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