{"id":"https://openalex.org/W4401163513","doi":"https://doi.org/10.1109/tsc.2024.3433487","title":"CrowdEC: Crowdsourcing-Based Evolutionary Computation for Distributed Optimization","display_name":"CrowdEC: Crowdsourcing-Based Evolutionary Computation for Distributed Optimization","publication_year":2024,"publication_date":"2024-07-31","ids":{"openalex":"https://openalex.org/W4401163513","doi":"https://doi.org/10.1109/tsc.2024.3433487"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2024.3433487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2024.3433487","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","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/A5030982545","display_name":"Feng-Feng Wei","orcid":"https://orcid.org/0009-0003-4708-8791"},"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":"Feng-Feng Wei","raw_affiliation_strings":["School of Computer Science and Engineering and with the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-4708-8791","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and with the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","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":["School of Computer Science and Engineering and with the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0843-5802","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and with the State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110951233","display_name":"Xiaoqi Guo","orcid":"https://orcid.org/0009-0001-6641-7816"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Qi Guo","raw_affiliation_strings":["College of Mathematics and Computing, Shantou University, Shantou, China"],"raw_orcid":"https://orcid.org/0009-0001-6641-7816","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computing, Shantou University, Shantou, China","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031251972","display_name":"Bowen Zhao","orcid":"https://orcid.org/0000-0001-9864-9729"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Zhao","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9864-9729","affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084148795","display_name":"Sang-Woon Jeon","orcid":"https://orcid.org/0000-0002-0199-2254"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang-Woon Jeon","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-0199-2254","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hanyang University, Ansan, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-4148-4294"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["College of Artificial Intelligence, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4148-4294","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.195,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.94711644,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"3286","last_page":"3299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8111330270767212},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.7659707069396973},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6617988348007202},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5400761365890503},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4474501609802246},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4198509752750397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20721375942230225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14528769254684448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8111330270767212},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.7659707069396973},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6617988348007202},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5400761365890503},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4474501609802246},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4198509752750397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20721375942230225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14528769254684448},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2024.3433487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2024.3433487","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1329094124","display_name":null,"funder_award_id":"U23B2058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2552028593","display_name":null,"funder_award_id":"2024M750946","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8541499581","display_name":null,"funder_award_id":"62376097","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8768900319","display_name":null,"funder_award_id":"HY-202300000003465","funder_id":"https://openalex.org/F4320321142","funder_display_name":"Hanyang University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321142","display_name":"Hanyang University","ror":"https://ror.org/046865y68"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1994500462","https://openalex.org/W1995972800","https://openalex.org/W2024665676","https://openalex.org/W2038194220","https://openalex.org/W2129444086","https://openalex.org/W2145418868","https://openalex.org/W2150063845","https://openalex.org/W2293710996","https://openalex.org/W2593949166","https://openalex.org/W2753899746","https://openalex.org/W2891186800","https://openalex.org/W2912213068","https://openalex.org/W2916083864","https://openalex.org/W2971544482","https://openalex.org/W2975247499","https://openalex.org/W3007987776","https://openalex.org/W3008237719","https://openalex.org/W3011999856","https://openalex.org/W3026558024","https://openalex.org/W3080882303","https://openalex.org/W3105886168","https://openalex.org/W3120732119","https://openalex.org/W3127201411","https://openalex.org/W3164799597","https://openalex.org/W4210844402","https://openalex.org/W4285116830","https://openalex.org/W4285156018","https://openalex.org/W4285180649","https://openalex.org/W4310463539","https://openalex.org/W4312772811","https://openalex.org/W4317796730","https://openalex.org/W4323644318","https://openalex.org/W4386293090","https://openalex.org/W6638627543","https://openalex.org/W6656819364","https://openalex.org/W6661636370","https://openalex.org/W6680899396","https://openalex.org/W6682815099","https://openalex.org/W6741134842","https://openalex.org/W6759375221","https://openalex.org/W6762931987","https://openalex.org/W6785962091","https://openalex.org/W6790644035","https://openalex.org/W6797210845","https://openalex.org/W6864254932"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928"],"abstract_inverted_index":{"Crowdsourcing":[0],"utilizes":[1],"the":[2,12,21,81,84,104,111,120,133,151,157,160,169,197],"crowd":[3,73],"intelligence":[4],"for":[5,45,62],"pervasive":[6],"data":[7,93,113],"sensing":[8],"and":[9,18,47,55,71,94,109,118,146,167,192],"processing.":[10],"When":[11],"processing":[13],"task":[14],"is":[15,23,30,41,182],"a":[16,42,69,72,78],"decision-making":[17],"optimization":[19,35,49,66,126,141,195],"problem,":[20],"objective":[22],"evaluated":[24],"based":[25,67,127],"on":[26,68,128,189],"sensed":[27,112],"data,":[28],"which":[29],"defined":[31],"as":[32,184],"crowdsourcing-based":[33,59,177],"distributed":[34,193],"(CrowdDO).":[36],"As":[37],"evolutionary":[38],"computation":[39],"(EC)":[40],"powerful":[43],"technique":[44],"black-box":[46],"data-driven":[48],"problems,":[50],"this":[51],"paper":[52],"combines":[53],"crowdsourcing":[54],"EC":[56,60,100],"to":[57,86,103,123,150,163,172],"propose":[58],"(CrowdEC)":[61],"CrowdDO.":[63],"CrowdEC":[64],"performs":[65],"server":[70,82,121,158],"of":[74,106,135,200],"workers.":[75,87,175],"Once":[76],"receiving":[77],"CrowdDO":[79],"request,":[80],"posts":[83],"problem":[85],"Each":[88],"worker":[89,107,136],"senses":[90],"its":[91],"own":[92],"makes":[95],"local":[96,99],"decisions":[97],"by":[98],"optimizer.":[101],"Due":[102],"heterogeneity":[105],"behaviors":[108],"devices,":[110],"are":[114],"partial":[115,154],"with":[116,143],"noises,":[117],"thus":[119],"needs":[122],"coordinate":[124],"global":[125],"workers":[129,138,145,165],"information.":[130],"To":[131],"avoid":[132],"leakage":[134],"privacy,":[137],"only":[139],"compare":[140],"results":[142,149],"adjacent":[144],"report":[147],"comparison":[148,155],"server.":[152],"With":[153],"results,":[156],"adopts":[159],"competitive":[161],"ranking":[162],"guide":[164],"cooperation":[166],"develop":[168],"reliability":[170],"detection":[171],"distinguish":[173],"unreliable":[174],"A":[176],"level-based":[178],"learning":[179],"swarm":[180],"optimizer":[181],"implemented":[183],"an":[185],"example.":[186],"Comparison":[187],"experiments":[188],"benchmark":[190],"testsuites":[191],"clustering":[194],"demonstrate":[196],"potential":[198],"applications":[199],"CrowdEC.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
