A Chaotic Sobol Sequence-based multi-objective evolutionary algorithm for optimal design and expansion of water networks

•A novel CS-MOSADE algorithm is developed and tested for WDN design problems.•CS-MOSADE algorithm converged faster than the MOSADE and NSGA-II algorithms.•Smaller spacing metric indicated better uniformity in the obtained solutions.•Large reductions in GHG emissions were achieved over the WDN servic...

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Bibliographic Details
Published in:	Sustainable cities and society Vol. 87; p. 104215
Main Authors:	Sirsant, Swati, Hamouda, Mohamed A., Shaaban, Mostafa F., Al Bardan, Mayyada Salem
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2022
Subjects:	Expansion GHG emissions Multi-objective optimization Optimal pump scheduling Reliability assessment Water distribution networks DE NSGA-II GAFO LP CERI GHG EPS NFE HV MODE-CSFLA MC SAES-RBF EA Expansion Water distribution networks WDN EF SAMOHS CNHV CS-MOSADE MOPSO LCC PSO RSM Clustered-NA-ACO Optimal pump scheduling EADC NP GHG emissions Reliability assessment NLP QRS RNSGA-II MOGA GA FADE NHV MODE-SaE RHV CF ESS FORM PA-DSS IGD MOSADE-DP NYT WOA SADE jDE ACO MO-ASMOCH PVC-O HA Multi-objective optimization MCS DESAP
ISSN:	2210-6707, 2210-6715
Online Access:	Get full text
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