{"id":"https://openalex.org/W2947357011","doi":"https://doi.org/10.1109/tsmc.2019.2916184","title":"Real-Time Taxi\u2013Passenger Matching Using a Differential Evolutionary Fuzzy Controller","display_name":"Real-Time Taxi\u2013Passenger Matching Using a Differential Evolutionary Fuzzy Controller","publication_year":2019,"publication_date":"2019-05-31","ids":{"openalex":"https://openalex.org/W2947357011","doi":"https://doi.org/10.1109/tsmc.2019.2916184","mag":"2947357011"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2019.2916184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2019.2916184","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","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/A5063438356","display_name":"Yue\u2010Jiao Gong","orcid":"https://orcid.org/0000-0002-5648-1160"},"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":true,"raw_author_name":"Yue-Jiao Gong","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"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"]},{"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/A5100770932","display_name":"Yiwen Liu","orcid":"https://orcid.org/0000-0001-6677-7961"},"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":"Yi-Wen Liu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"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"]},{"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/A5077943592","display_name":"Ying Lin","orcid":"https://orcid.org/0000-0003-4141-1490"},"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":"Ying Lin","raw_affiliation_strings":["Department of Psychology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"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":["Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"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"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"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/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Institute of Sustainable Industries and Liveable Cities, University of Victoria, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Institute of Sustainable Industries and Liveable Cities, University of Victoria, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I71270174"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063438356"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":1.0189,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.78579561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"51","issue":"5","first_page":"2712","last_page":"2725"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6541459560394287},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5554832816123962},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.5507239103317261},{"id":"https://openalex.org/keywords/hungarian-algorithm","display_name":"Hungarian algorithm","score":0.5244148969650269},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5209125876426697},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48025181889533997},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.4564594626426697},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.452130526304245},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4095272421836853},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3310486078262329},{"id":"https://openalex.org/keywords/assignment-problem","display_name":"Assignment problem","score":0.29246383905410767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21632811427116394},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19769224524497986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18795806169509888},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18059247732162476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6541459560394287},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5554832816123962},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.5507239103317261},{"id":"https://openalex.org/C21785340","wikidata":"https://www.wikidata.org/wiki/Q281922","display_name":"Hungarian algorithm","level":3,"score":0.5244148969650269},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5209125876426697},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48025181889533997},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.4564594626426697},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.452130526304245},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4095272421836853},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3310486078262329},{"id":"https://openalex.org/C85044808","wikidata":"https://www.wikidata.org/wiki/Q620614","display_name":"Assignment problem","level":2,"score":0.29246383905410767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21632811427116394},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19769224524497986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18795806169509888},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18059247732162476},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmc.2019.2916184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2019.2916184","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.vu.edu.au:45262","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/45262/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2552413355","display_name":null,"funder_award_id":"U1701267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4245010700","display_name":null,"funder_award_id":"61873095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4417417394","display_name":null,"funder_award_id":"61772569","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G545266865","display_name":null,"funder_award_id":"201904010211","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G835260656","display_name":null,"funder_award_id":"61873097","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/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W781485535","https://openalex.org/W1548888932","https://openalex.org/W1831950995","https://openalex.org/W1858040506","https://openalex.org/W1943801303","https://openalex.org/W1988580225","https://openalex.org/W2005918844","https://openalex.org/W2013680323","https://openalex.org/W2019207321","https://openalex.org/W2032706896","https://openalex.org/W2035671253","https://openalex.org/W2041501777","https://openalex.org/W2048041430","https://openalex.org/W2055641388","https://openalex.org/W2062706881","https://openalex.org/W2071065188","https://openalex.org/W2087125342","https://openalex.org/W2103253102","https://openalex.org/W2106390841","https://openalex.org/W2112188849","https://openalex.org/W2115188937","https://openalex.org/W2117553316","https://openalex.org/W2125332715","https://openalex.org/W2127356261","https://openalex.org/W2128597623","https://openalex.org/W2137340504","https://openalex.org/W2138198492","https://openalex.org/W2138514694","https://openalex.org/W2138810473","https://openalex.org/W2141461755","https://openalex.org/W2150937354","https://openalex.org/W2151376856","https://openalex.org/W2156194072","https://openalex.org/W2166513933","https://openalex.org/W2170292700","https://openalex.org/W2222512263","https://openalex.org/W2279201314","https://openalex.org/W2315245263","https://openalex.org/W2410506558","https://openalex.org/W2469059737","https://openalex.org/W2489159973","https://openalex.org/W2523488852","https://openalex.org/W2539194082","https://openalex.org/W2542201743","https://openalex.org/W2547575616","https://openalex.org/W2548972920","https://openalex.org/W2565210235","https://openalex.org/W2569460227","https://openalex.org/W2587490921","https://openalex.org/W2588378926","https://openalex.org/W2607868199","https://openalex.org/W2620913392","https://openalex.org/W2736888878","https://openalex.org/W2749616810","https://openalex.org/W2766072096","https://openalex.org/W2773135590","https://openalex.org/W2776378542","https://openalex.org/W2782906176","https://openalex.org/W2787019046","https://openalex.org/W2792527526","https://openalex.org/W2796912006","https://openalex.org/W2802427749","https://openalex.org/W2803846618","https://openalex.org/W2890190852","https://openalex.org/W4239747088","https://openalex.org/W6622606423","https://openalex.org/W6680432455","https://openalex.org/W6685147521","https://openalex.org/W6750794142"],"related_works":["https://openalex.org/W2567825307","https://openalex.org/W1592682627","https://openalex.org/W4295762832","https://openalex.org/W2945016732","https://openalex.org/W2785998768","https://openalex.org/W2371352078","https://openalex.org/W2362975861","https://openalex.org/W2010725720","https://openalex.org/W4310066305","https://openalex.org/W2804963084"],"abstract_inverted_index":{"Real-time":[0],"taxi-passenger":[1,51,60,85],"matching":[2,49,61,172],"plays":[3],"a":[4,58,75,80,136,162],"critical":[5],"role":[6],"in":[7,39,87,135,140,150,173],"modern":[8],"taxi":[9,155,196,205],"dispatch":[10],"systems.":[11],"Currently,":[12],"the":[13,21,24,28,31,43,48,70,100,118,128,131,141,145,151,168,174,180,183,191,195,200,204],"greedy":[14],"strategy":[15],"is":[16,103,114,133,187],"widely":[17],"adopted,":[18],"which":[19,186],"limits":[20],"quality":[22],"of":[23,30,50,154,182],"service":[25,206],"(QoS)":[26],"and":[27,46,98,121,156,198],"profit":[29,201],"entire":[32],"system.":[33],"There":[34],"are":[35],"two":[36,67],"crucial":[37],"tasks":[38],"this":[40,54],"system:":[41],"1)":[42],"pairwise":[44],"prioritization":[45],"2)":[47],"pairs.":[52],"In":[53,69],"paper,":[55],"we":[56,73,159],"develop":[57],"two-stage":[59],"system":[62,197],"to":[63,78,83,116,166,189],"deal":[64],"with":[65],"these":[66],"tasks.":[68],"first":[71],"stage,":[72,143],"design":[74],"fuzzy":[76,101,122],"controller":[77,102],"assign":[79],"priority":[81,146],"score":[82],"each":[84],"pair":[86],"real":[88],"time.":[89],"To":[90,126],"ensure":[91],"its":[92],"performance":[93],"on":[94],"providing":[95],"good":[96],"QoS":[97,192],"profit,":[99],"optimized":[104],"by":[105,194,203],"an":[106],"offline":[107],"differential":[108],"evolution":[109],"algorithm.":[110],"New":[111],"individual":[112],"representation":[113],"designed":[115],"optimize":[117],"membership":[119],"functions":[120],"rule":[123],"base":[124],"simultaneously.":[125],"accelerate":[127],"optimization":[129],"process,":[130],"algorithm":[132,165],"implemented":[134],"parallel":[137],"way.":[138],"Then,":[139],"second":[142],"considering":[144],"scores":[147],"as":[148],"weights":[149],"bipartite":[152,175],"graph":[153],"passenger":[157],"sets,":[158],"further":[160],"apply":[161],"polynomial":[163],"Kuhn-Munkres":[164],"find":[167],"maximum":[169],"weight":[170],"perfect":[171],"graph.":[176],"Simulated":[177],"results":[178],"validate":[179],"effectiveness":[181],"proposed":[184],"algorithm,":[185],"able":[188],"enhance":[190],"provided":[193],"improve":[199],"gained":[202],"company.":[207]},"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":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-30T08:08:38.191290","created_date":"2025-10-10T00:00:00"}