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179524

Modified Jaya Algorithm for Optimal Design of Water Distribution Network.

Article

Last updated: 04 Jan 2025

OverviewSimilar Items

Subjects

-

Tags

Irrigation and Hydraulic Engineering

Abstract

For the first time, the recently proposed Jaya metaheuristic optimization algorithm (JA) is used for optimal design of water distribution networks (WDN's). This algorithm has no control parameters, which eliminates the exhausting computational effort required to carry out the essential tune up step for these parameters. A new variant of the algorithm, named free sensitivity analysis Jaya algorithm (FSAJA), is suggested to be free from even the common metaheuristic algorithms parameters, i.e., population size, number of generations and penalty function. Six different variants of the proposed algorithm are investigated to settle the best one using a recently developed two performance criteria. Three famous benchmarks WDN's and a national one, are solved to examine the algorithm. Comparing the performance of FSAJA, with JA and the various evolutionary algorithms available in the literature shows the promising effectiveness, efficiency, and robustness of the proposed algorithm. A new global minimum is achieved for the national WDN.

DOI

10.21608/bfemu.2021.179524

Keywords

Jaya optimization algorithm, Optimal pipe networks, Free control parameters, Common parameters

Authors

First Name

Hossam

Last Name

AbdelGawad

MiddleName

AbdelAziz Ahmed

Affiliation

Associate Professor at Irrigation and Hydraulics Department, Faculty of Engineering, Mansoura University, Egypt

Email

hossamaaa@mans.edu.eg

City

Mansoura, Egypt

Orcid

0000-0002-3425-6018

Volume

46

Article Issue

2

Related Issue

23998

Issue Date

2021-06-01

Receive Date

2021-05-19

Publish Date

2021-06-23

Page Start

41

Page End

57

Print ISSN

1110-0923

Online ISSN

2735-4202

Article File

BFEMU_Volume 46_Issue 2_Pages 41-57.pdf

PDF . 2.0MB

Link

https://bfemu.journals.ekb.eg/article_179524.html

Detail API

https://bfemu.journals.ekb.eg/service?article_code=179524

Order

16

Type

Research Studies

Type Code

1,205

Publication Type

Journal

Publication Title

MEJ. Mansoura Engineering Journal

Publication Link

https://bfemu.journals.ekb.eg/

MainTitle

Modified Jaya Algorithm for Optimal Design of Water Distribution Network.

Details

Type

Article

Created At

22 Jan 2023