{"id":"https://openalex.org/W2900019936","doi":"https://doi.org/10.1109/tits.2018.2873790","title":"Solving Traffic Signal Scheduling Problems in Heterogeneous Traffic Network by Using Meta-Heuristics","display_name":"Solving Traffic Signal Scheduling Problems in Heterogeneous Traffic Network by Using Meta-Heuristics","publication_year":2018,"publication_date":"2018-11-08","ids":{"openalex":"https://openalex.org/W2900019936","doi":"https://doi.org/10.1109/tits.2018.2873790","mag":"2900019936"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2018.2873790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2018.2873790","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation 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/A5082236615","display_name":"Kaizhou Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaizhou Gao","raw_affiliation_strings":["School of Computer, Liaocheng University, Liaocheng, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, Liaocheng University, Liaocheng, China","institution_ids":["https://openalex.org/I196934937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019762150","display_name":"Yicheng Zhang","orcid":"https://orcid.org/0000-0001-5979-793X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yicheng Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046844818","display_name":"Rong Su","orcid":"https://orcid.org/0000-0003-3448-0586"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rong Su","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050959482","display_name":"Fajun Yang","orcid":"https://orcid.org/0000-0002-5522-2714"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fajun Yang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025626208","display_name":"Ponnuthurai Nagaratnam Suganthan","orcid":"https://orcid.org/0000-0003-0901-5105"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ponnuthurai Nagaratnam Suganthan","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082236615"],"corresponding_institution_ids":["https://openalex.org/I196934937"],"apc_list":null,"apc_paid":null,"fwci":4.1153,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.94606952,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"20","issue":"9","first_page":"3272","last_page":"3282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.8821961879730225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6847578883171082},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5476417541503906},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38218018412590027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12590187788009644}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8821961879730225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847578883171082},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5476417541503906},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38218018412590027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12590187788009644},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2018.2873790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2018.2873790","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2441221401","display_name":null,"funder_award_id":"61603169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7056595233","display_name":null,"funder_award_id":"S15-1105-RF-LLF URBAN","funder_id":"https://openalex.org/F4320320742","funder_display_name":"Economic Development Board - Singapore"}],"funders":[{"id":"https://openalex.org/F4320320742","display_name":"Economic Development Board - Singapore","ror":"https://ror.org/02nqj0b62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W602304401","https://openalex.org/W1496467067","https://openalex.org/W1506701843","https://openalex.org/W1509246600","https://openalex.org/W1517023921","https://openalex.org/W1549969567","https://openalex.org/W1698059316","https://openalex.org/W1853310585","https://openalex.org/W1970867026","https://openalex.org/W1974758710","https://openalex.org/W1977679836","https://openalex.org/W1983651380","https://openalex.org/W1984364831","https://openalex.org/W1989224529","https://openalex.org/W1993885071","https://openalex.org/W1994569097","https://openalex.org/W2002162915","https://openalex.org/W2013961309","https://openalex.org/W2027173676","https://openalex.org/W2037141248","https://openalex.org/W2050106429","https://openalex.org/W2058401212","https://openalex.org/W2061675071","https://openalex.org/W2064774485","https://openalex.org/W2068373875","https://openalex.org/W2071880269","https://openalex.org/W2080332153","https://openalex.org/W2087124510","https://openalex.org/W2093921901","https://openalex.org/W2095797625","https://openalex.org/W2096673585","https://openalex.org/W2097571405","https://openalex.org/W2118792939","https://openalex.org/W2146087064","https://openalex.org/W2149012699","https://openalex.org/W2157485768","https://openalex.org/W2172137325","https://openalex.org/W2210077926","https://openalex.org/W2287814884","https://openalex.org/W2329788239","https://openalex.org/W2464889299","https://openalex.org/W2498688231","https://openalex.org/W2516923985","https://openalex.org/W2534637849","https://openalex.org/W2567068623","https://openalex.org/W2575904838","https://openalex.org/W2605359652","https://openalex.org/W2615043807","https://openalex.org/W2757352443","https://openalex.org/W2801016318","https://openalex.org/W2805172798","https://openalex.org/W6618298129","https://openalex.org/W6629565041","https://openalex.org/W6630332285","https://openalex.org/W6637189487","https://openalex.org/W6688475801","https://openalex.org/W6696126189"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1690653314","https://openalex.org/W2401723157"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"a":[3,10,33,38,45],"traffic":[4,12,47,101,152],"signal":[5,153],"scheduling":[6],"(TSS)":[7],"problem":[8,67],"in":[9,103],"heterogeneous":[11,46],"network":[13,48],"with":[14,49,81,125,136,142],"signalized":[15,50],"and":[16,51,73,126,158,167],"non-signalized":[17,52],"intersections.":[18,53],"The":[19,109,156],"objective":[20],"is":[21,41,118,146],"to":[22,43,59,87],"minimize":[23],"the":[24,61,66,89,99,104,112,128,140,143,149,161,164],"total":[25],"network-wise":[26],"delay":[27],"time":[28],"of":[29,107,111,114,163],"all":[30],"vehicles":[31],"within":[32],"given":[34],"finite-time":[35],"window.":[36],"First,":[37],"novel":[39],"model":[40,166],"proposed":[42,86,165],"describe":[44],"Second,":[54],"five":[55,79,123],"meta-heuristics":[56,80,124],"are":[57,76,85,94,130],"implemented":[58],"solve":[60,88],"TSS":[62,90],"problem.":[63,91],"Based":[64],"on":[65,98],"characteristics,":[68],"three":[69],"local":[70,115],"search":[71,116],"operators":[72,117],"their":[74],"ensemble":[75,84,113],"proposed.":[77],"Then,":[78],"such":[82],"an":[83],"Third,":[92],"experiments":[93],"carried":[95],"out":[96],"based":[97],"real":[100],"data":[102],"Jurong":[105],"area":[106],"Singapore.":[108],"performance":[110,145],"verified.":[119],"Ten":[120],"algorithms,":[121],"including":[122],"without":[127],"ensemble,":[129],"evaluated":[131],"by":[132],"solving":[133],"18":[134],"cases":[135],"different":[137],"scales.":[138],"Finally,":[139],"algorithm":[141],"best":[144],"compared":[147],"against":[148],"currently":[150],"used":[151],"control":[154],"strategies.":[155],"comparisons":[157],"discussions":[159],"show":[160],"competitiveness":[162],"meta-heuristics.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}