{"id":"https://openalex.org/W2910777435","doi":"https://doi.org/10.1109/tevc.2019.2893447","title":"A Cooperative Co-Evolutionary Approach to Large-Scale Multisource Water Distribution Network Optimization","display_name":"A Cooperative Co-Evolutionary Approach to Large-Scale Multisource Water Distribution Network Optimization","publication_year":2019,"publication_date":"2019-01-17","ids":{"openalex":"https://openalex.org/W2910777435","doi":"https://doi.org/10.1109/tevc.2019.2893447","mag":"2910777435"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2019.2893447","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2893447","pdf_url":"https://ieeexplore.ieee.org/ielx7/4235/8854227/08616840.pdf","source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/4235/8854227/08616840.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050385116","display_name":"Wei\u2013Neng Chen","orcid":"https://orcid.org/0000-0003-0843-5802"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei-Neng Chen","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0843-5802","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090893127","display_name":"Ya-Hui Jia","orcid":"https://orcid.org/0000-0002-0950-9968"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya-Hui Jia","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0950-9968","affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102740754","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0002-5730-2208"},"institutions":[{"id":"https://openalex.org/I27462735","display_name":"Yulin Normal University","ror":"https://ror.org/00445hv47","country_code":"CN","type":"education","lineage":["https://openalex.org/I27462735"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Yulin Normal University, Yulin, China"],"raw_orcid":"https://orcid.org/0000-0002-5730-2208","affiliations":[{"raw_affiliation_string":"Yulin Normal University, Yulin, China","institution_ids":["https://openalex.org/I27462735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426931","display_name":"Xiaonan Luo","orcid":"https://orcid.org/0000-0002-0751-5045"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Nan Luo","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":"https://orcid.org/0000-0002-0751-5045","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060239298","display_name":"Xingdong Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing-Dong Jia","raw_affiliation_strings":["Shenzhen Polytechnic, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Polytechnic, Shenzhen, China","institution_ids":["https://openalex.org/I182722699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7835-9871","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.2594,"has_fulltext":true,"cited_by_count":85,"citation_normalized_percentile":{"value":0.98753483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"23","issue":"5","first_page":"842","last_page":"857"},"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/T11119","display_name":"Urban Stormwater Management Solutions","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9563000202178955,"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":0.6896857619285583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6798245906829834},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6497915387153625},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5690950751304626},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5113022327423096},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5012061595916748},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4914053678512573},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4787713587284088},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4778549373149872},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4545241892337799},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44615015387535095},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.423051118850708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26645809412002563},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16935718059539795},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14559277892112732},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13779225945472717}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6896857619285583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6798245906829834},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6497915387153625},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5690950751304626},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5113022327423096},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5012061595916748},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4914053678512573},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4787713587284088},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4778549373149872},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4545241892337799},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44615015387535095},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.423051118850708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26645809412002563},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16935718059539795},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14559277892112732},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13779225945472717},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2019.2893447","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2893447","pdf_url":"https://ieeexplore.ieee.org/ielx7/4235/8854227/08616840.pdf","source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tevc.2019.2893447","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2893447","pdf_url":"https://ieeexplore.ieee.org/ielx7/4235/8854227/08616840.pdf","source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.5799999833106995,"display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G3050062962","display_name":null,"funder_award_id":"2018B050502006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3191098097","display_name":null,"funder_award_id":"61332002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4806771921","display_name":null,"funder_award_id":"61876111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7891395406","display_name":null,"funder_award_id":"2015A030306024","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G8991244184","display_name":null,"funder_award_id":"61622206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2910777435.pdf","grobid_xml":"https://content.openalex.org/works/W2910777435.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W345569662","https://openalex.org/W1500507320","https://openalex.org/W1544682161","https://openalex.org/W1555689267","https://openalex.org/W1583597277","https://openalex.org/W1781639388","https://openalex.org/W1831950995","https://openalex.org/W1970871380","https://openalex.org/W1977023720","https://openalex.org/W1983966343","https://openalex.org/W1988159807","https://openalex.org/W1989555705","https://openalex.org/W1997738271","https://openalex.org/W2002117429","https://openalex.org/W2005921070","https://openalex.org/W2007423183","https://openalex.org/W2007468346","https://openalex.org/W2011703887","https://openalex.org/W2012891931","https://openalex.org/W2026497804","https://openalex.org/W2027325162","https://openalex.org/W2027521199","https://openalex.org/W2028017445","https://openalex.org/W2029416894","https://openalex.org/W2049417747","https://openalex.org/W2060081444","https://openalex.org/W2061705024","https://openalex.org/W2061761881","https://openalex.org/W2066368882","https://openalex.org/W2070759473","https://openalex.org/W2074271124","https://openalex.org/W2077005348","https://openalex.org/W2095119493","https://openalex.org/W2099655666","https://openalex.org/W2100211715","https://openalex.org/W2105218780","https://openalex.org/W2106905228","https://openalex.org/W2123091075","https://openalex.org/W2130715666","https://openalex.org/W2138840975","https://openalex.org/W2145418868","https://openalex.org/W2145479420","https://openalex.org/W2221512005","https://openalex.org/W2234842157","https://openalex.org/W2326027366","https://openalex.org/W2514388731","https://openalex.org/W2597355745","https://openalex.org/W2608705546","https://openalex.org/W2753899746","https://openalex.org/W2775810900","https://openalex.org/W2791735754","https://openalex.org/W2890087117","https://openalex.org/W4255179616","https://openalex.org/W6633323278","https://openalex.org/W6638044637","https://openalex.org/W6674686537"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Potable":[0],"water":[1,85],"distribution":[2],"networks":[3,163,183],"(WDNs)":[4],"are":[5,164],"important":[6],"infrastructures":[7],"of":[8,14,32,35,84,138,149,161],"modern":[9],"cities.":[10],"A":[11],"good":[12],"design":[13],"the":[15,21,30,33,42,57,82,101,113,119,135,139,144,150,154,181,186],"network":[16,91,179],"can":[17,116],"not":[18],"only":[19],"reduce":[20],"construction":[22],"expenditure":[23],"but":[24],"also":[25],"provide":[26],"reliable":[27],"service.":[28],"Nowadays,":[29],"scale":[31],"WDN":[34,59],"a":[36,62,89,127,147,158,175],"city":[37,43],"grows":[38],"dramatically":[39],"along":[40],"with":[41,166],"expansion,":[44],"which":[45],"brings":[46],"heavy":[47],"pressure":[48,136],"to":[49,55,87,107,121,133,152],"its":[50],"optimal":[51],"design.":[52],"In":[53],"order":[54],"solve":[56],"large-scale":[58,90],"optimization":[60],"problem,":[61],"cooperative":[63],"co-evolutionary":[64],"algorithm":[65,115,188],"is":[66,77,99,131,189],"proposed":[67,114,187],"in":[68],"this":[69],"paper.":[70],"First,":[71],"an":[72],"iterative":[73],"trace-based":[74],"decomposition":[75,102,120],"method":[76,103],"specially":[78],"designed":[79],"by":[80],"utilizing":[81],"information":[83],"tracing":[86],"divide":[88],"into":[92,146],"small":[93],"subnetworks.":[94],"Since":[95],"little":[96],"domain":[97],"knowledge":[98],"required,":[100],"has":[104],"great":[105],"adaptability":[106],"multiform":[108],"networks.":[109],"Meanwhile,":[110],"during":[111],"optimization,":[112],"gradually":[117],"refine":[118],"make":[122],"it":[123],"more":[124],"accurate.":[125],"Second,":[126],"new":[128,159],"fitness":[129],"function":[130,142],"devised":[132],"handle":[134],"constraint":[137,145],"problem.":[140],"The":[141],"transforms":[143],"part":[148],"objective":[151],"punish":[153],"infeasible":[155],"solutions.":[156],"Finally,":[157],"suite":[160],"benchmark":[162,182],"created":[165],"both":[167],"balanced":[168],"and":[169,180],"imbalanced":[170],"cases.":[171],"Experimental":[172],"results":[173],"on":[174],"widely":[176],"used":[177],"real":[178],"show":[184],"that":[185],"promising.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
