{"id":"https://openalex.org/W2759886692","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000717","title":"Comparison of Five Evolutionary Algorithms for Optimization of Water Distribution Networks","display_name":"Comparison of Five Evolutionary Algorithms for Optimization of Water Distribution Networks","publication_year":2017,"publication_date":"2017-09-28","ids":{"openalex":"https://openalex.org/W2759886692","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000717","mag":"2759886692"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000717","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000717","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007756249","display_name":"Hamdy A. El-Ghandour","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hamdy A. El-Ghandour","raw_affiliation_strings":["Associate Professor, Dept. of Irrigation and Hydraulics, Faculty of Engineering, Mansoura Univ., Mansoura 35516, Egypt (corresponding author)"],"affiliations":[{"raw_affiliation_string":"Associate Professor, Dept. of Irrigation and Hydraulics, Faculty of Engineering, Mansoura Univ., Mansoura 35516, Egypt (corresponding author)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037748882","display_name":"Emad Elbeltagi","orcid":"https://orcid.org/0000-0002-6568-3522"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Emad Elbeltagi","raw_affiliation_strings":["Professor, Dept. of Structural Engineering, Faculty of Engineering, Mansoura Univ., Mansoura 35516, Egypt","Professor, Dept. of Structural Engineering, Faculty of Engineering, Mansoura Univ., Mansoura 35516, Egypt. E-mail:"],"affiliations":[{"raw_affiliation_string":"Professor, Dept. of Structural Engineering, Faculty of Engineering, Mansoura Univ., Mansoura 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]},{"raw_affiliation_string":"Professor, Dept. of Structural Engineering, Faculty of Engineering, Mansoura Univ., Mansoura 35516, Egypt. E-mail:","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007756249"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.321,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.95419894,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"32","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6798256635665894},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6657650470733643},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6137896180152893},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5972502827644348},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5892566442489624},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.572822630405426},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5701684355735779},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5180066227912903},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5061370730400085},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.4999864101409912},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4792518615722656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4597689211368561},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.43123844265937805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34691932797431946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18878400325775146}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6798256635665894},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6657650470733643},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6137896180152893},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5972502827644348},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5892566442489624},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.572822630405426},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5701684355735779},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5180066227912903},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5061370730400085},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.4999864101409912},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4792518615722656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4597689211368561},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.43123844265937805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34691932797431946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18878400325775146},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000717","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000717","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1106782946","https://openalex.org/W1497097881","https://openalex.org/W1497256448","https://openalex.org/W1963627948","https://openalex.org/W1977023720","https://openalex.org/W2005921070","https://openalex.org/W2013082086","https://openalex.org/W2037801859","https://openalex.org/W2038411763","https://openalex.org/W2049417747","https://openalex.org/W2051369927","https://openalex.org/W2066368882","https://openalex.org/W2071263142","https://openalex.org/W2074046382","https://openalex.org/W2075772828","https://openalex.org/W2079988404","https://openalex.org/W2088999732","https://openalex.org/W2094720021","https://openalex.org/W2100655113","https://openalex.org/W2106905228","https://openalex.org/W2108805749","https://openalex.org/W2110338863","https://openalex.org/W2124823351","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2167920923","https://openalex.org/W2186529999","https://openalex.org/W2258124742","https://openalex.org/W2287640598","https://openalex.org/W2345036704","https://openalex.org/W2560650314","https://openalex.org/W2624262714","https://openalex.org/W3087232162","https://openalex.org/W3106326808"],"related_works":["https://openalex.org/W2265201422","https://openalex.org/W4206719077","https://openalex.org/W2768478912","https://openalex.org/W3021058566","https://openalex.org/W165090843","https://openalex.org/W2143342114","https://openalex.org/W4247985060","https://openalex.org/W3082258531","https://openalex.org/W2371761421","https://openalex.org/W2114337401"],"abstract_inverted_index":{"In":[0,149],"this":[1],"paper,":[2],"five":[3,132],"models":[4,77,152],"based":[5],"on":[6,101],"evolutionary":[7,174],"algorithms":[8,175],"(EAs)":[9],"are":[10,134,153],"introduced":[11,62],"and":[12,20,47,105,117,144,182],"compared":[13],"for":[14,71],"the":[15,18,29,33,38,43,48,72,76,81,85,93,96,102,106,109,126,141,145,151,169,172,179,183,187],"optimization":[16,36,41],"of":[17,22,58,75,80,87,98,108,128,161,178],"design":[19],"rehabilitation":[21],"water":[23,158],"distribution":[24,159],"networks.":[25],"These":[26],"EAs":[27,133],"include":[28],"genetic":[30],"algorithm":[31,45,53,60],"(GA),":[32],"particle":[34],"swarm":[35],"(PSO),":[37],"ant":[39],"colony":[40],"(ACO),":[42],"memetic":[44],"(MA),":[46],"modified":[49],"shuffled":[50],"frog":[51],"leaping":[52],"(SFLA).":[54],"A":[55,67,111],"brief":[56],"description":[57],"each":[59,129],"is":[61,69,114,122],"to":[63,92,124,136,155,186],"explain":[64],"its":[65],"application.":[66],"methodology":[68],"applied":[70,135,154],"rigorous":[73],"comparison":[74],"in":[78,176],"terms":[79,177],"optimum":[82,94,103],"solution":[83],"obtained,":[84],"number":[86],"objective":[88],"function":[89],"evaluations":[90],"corresponding":[91],"solution,":[95,104],"effect":[97],"starting":[99],"seeds":[100],"quality":[107],"results.":[110],"statistical":[112],"analysis":[113],"carried":[115],"out":[116],"then":[118],"an":[119],"efficiency-rate":[120,180],"metric":[121,181],"determined":[123],"assess":[125],"performance":[127],"model.":[130],"The":[131,165],"two":[137],"popular":[138],"benchmark":[139],"networks,":[140],"two-loop":[142],"network":[143,160],"New":[146],"York":[147],"tunnels.":[148],"addition,":[150],"a":[156],"real":[157],"El-Mostakbal":[162],"City,":[163],"Egypt.":[164],"results":[166],"show":[167],"that":[168],"PSO":[170],"outperformed":[171],"other":[173],"rapid":[184],"convergence":[185],"best":[188],"solution.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
