{"id":"https://openalex.org/W4206203808","doi":"https://doi.org/10.1109/smc52423.2021.9659268","title":"Multi-Exemplar Learning Particle Swarm Optimization for Regional Traffic Signal Timing Optimization with Multi-Intersections","display_name":"Multi-Exemplar Learning Particle Swarm Optimization for Regional Traffic Signal Timing Optimization with Multi-Intersections","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W4206203808","doi":"https://doi.org/10.1109/smc52423.2021.9659268"},"language":"en","primary_location":{"id":"doi:10.1109/smc52423.2021.9659268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9659268","pdf_url":null,"source":{"id":"https://openalex.org/S4363607761","display_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5008028099","display_name":"Zhuang-Jie Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]},{"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":true,"raw_author_name":"Zhuang-Jie Deng","raw_affiliation_strings":["Guangdong Provincial Key Lab of Computational Intelligence and Cyberspace Information, Guangzhou, China","Pazhou Laboratory, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Lab of Computational Intelligence and Cyberspace Information, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"Pazhou Laboratory, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011145004","display_name":"Zhi\u2010Hui Zhan","orcid":"https://orcid.org/0000-0003-0862-0514"},"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"]},{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Hui Zhan","raw_affiliation_strings":["Guangdong Provincial Key Lab of Computational Intelligence and Cyberspace Information, Guangzhou, China","Pazhou Laboratory, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Lab of Computational Intelligence and Cyberspace Information, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"Pazhou Laboratory, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008386708","display_name":"Sam Kwong","orcid":"https://orcid.org/0000-0001-7484-7261"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Sam Kwong","raw_affiliation_strings":["City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"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/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]},{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["KR","TW"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Chaoyang University of Technology","Hanyang University"],"affiliations":[{"raw_affiliation_string":"Chaoyang University of Technology","institution_ids":["https://openalex.org/I126145234"]},{"raw_affiliation_string":"Hanyang University","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008028099"],"corresponding_institution_ids":["https://openalex.org/I4210098034","https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.8727,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6825101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2918","last_page":"2923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10524","display_name":"Traffic control and management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10698","display_name":"Transportation Planning and Optimization","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9857000112533569,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.798997163772583},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.7280668020248413},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6778191924095154},{"id":"https://openalex.org/keywords/microsimulation","display_name":"Microsimulation","score":0.6132656931877136},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.5592949986457825},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5571279525756836},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5042253732681274},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.48486241698265076},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46472838521003723},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4586387574672699},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4222233295440674},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41675400733947754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25950759649276733},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20394539833068848},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18721738457679749},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17091694474220276},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.123171865940094},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.10311102867126465}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.798997163772583},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.7280668020248413},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6778191924095154},{"id":"https://openalex.org/C2780015235","wikidata":"https://www.wikidata.org/wiki/Q1934035","display_name":"Microsimulation","level":2,"score":0.6132656931877136},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.5592949986457825},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5571279525756836},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5042253732681274},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.48486241698265076},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46472838521003723},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4586387574672699},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4222233295440674},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41675400733947754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25950759649276733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20394539833068848},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18721738457679749},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17091694474220276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.123171865940094},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.10311102867126465},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc52423.2021.9659268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9659268","pdf_url":null,"source":{"id":"https://openalex.org/S4363607761","display_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1968037171","https://openalex.org/W1974745815","https://openalex.org/W2068168540","https://openalex.org/W2131613989","https://openalex.org/W2152195021","https://openalex.org/W2537957565","https://openalex.org/W2602823752","https://openalex.org/W2803970949","https://openalex.org/W2895851783","https://openalex.org/W2936501841","https://openalex.org/W2977620944","https://openalex.org/W2980775892","https://openalex.org/W2981943969","https://openalex.org/W3012446350","https://openalex.org/W3124495982","https://openalex.org/W3138622452","https://openalex.org/W3184980526","https://openalex.org/W3192521775"],"related_works":["https://openalex.org/W2125848125","https://openalex.org/W3123727641","https://openalex.org/W3121878008","https://openalex.org/W1566435679","https://openalex.org/W1642336094","https://openalex.org/W3200555808","https://openalex.org/W3124696916","https://openalex.org/W3124018320","https://openalex.org/W3137994110","https://openalex.org/W3135446416"],"abstract_inverted_index":{"Traffic":[0],"congestion":[1,28],"has":[2,56],"become":[3],"one":[4],"of":[5,9,14,76,106,142],"the":[6,45,74,77,81,89,103,107,110,117,121,125,138,148,157],"major":[7],"problems":[8],"smart":[10],"travel.":[11],"The":[12,144],"application":[13],"evolutionary":[15],"computation":[16],"(EC)":[17],"for":[18],"traffic":[19,27,39,94],"signal":[20,40],"timing":[21,41],"optimization":[22,42,53],"(TSTO)":[23],"can":[24,83],"effectively":[25],"alleviate":[26],"at":[29],"a":[30,65],"single":[31],"intersection.":[32],"However,":[33],"while":[34],"in":[35,98,130],"more":[36,85,128,152],"complicated":[37],"regional":[38],"(RTSTO)":[43],"problems,":[44],"canonical":[46],"EC":[47],"algorithm":[48,150],"such":[49],"as":[50],"particle":[51],"swarm":[52],"(PSO)":[54],"still":[55],"limitation":[57],"due":[58],"to":[59,72,87,101,115,119,136],"population":[60],"prematurity.":[61],"In":[62],"this":[63,99],"paper,":[64],"multi-exemplar":[66],"learning":[67],"(MEL)":[68],"strategy":[69],"is":[70,113,151],"adopted":[71,114],"improve":[73],"diversity":[75],"population,":[78],"so":[79],"that":[80,147],"particles":[82],"have":[84],"opportunities":[86],"explore":[88],"search":[90],"space.":[91],"Furthermore,":[92],"multiple":[93],"indicators":[95],"are":[96,134],"used":[97],"paper":[100],"measure":[102],"comprehensive":[104],"performance":[105],"solution.":[108],"Moreover,":[109],"microsimulation":[111],"software":[112],"evaluate":[116],"solution":[118,127],"simulate":[120],"real-world":[122,131],"intersection,":[123],"making":[124],"obtained":[126],"practical":[129],"application.":[132],"Experiments":[133],"conducted":[135],"investigate":[137],"effectiveness":[139],"and":[140,154],"efficiency":[141],"MEL-PSO.":[143],"results":[145],"show":[146],"MEL-PSO":[149],"effective":[153],"efficient":[155],"than":[156],"compared":[158],"algorithms":[159],"on":[160],"RTSTO":[161],"problems.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
