{"id":"https://openalex.org/W2322329372","doi":"https://doi.org/10.1109/codit.2014.6996897","title":"Traffic control model and algorithm based on decomposition of MDP","display_name":"Traffic control model and algorithm based on decomposition of MDP","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2322329372","doi":"https://doi.org/10.1109/codit.2014.6996897","mag":"2322329372"},"language":"en","primary_location":{"id":"doi:10.1109/codit.2014.6996897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2014.6996897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042390521","display_name":"Biao Yin","orcid":"https://orcid.org/0000-0001-8087-5939"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Biao Yin","raw_affiliation_strings":["Laboratoire IRTES Univcrsit\u00e9 de Technologie de Belfort-Montb\u00e9liard (UTBM), Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire IRTES Univcrsit\u00e9 de Technologie de Belfort-Montb\u00e9liard (UTBM), Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025300949","display_name":"Mahjoub Dridi","orcid":"https://orcid.org/0000-0002-5071-1287"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mahjoub Dridi","raw_affiliation_strings":["Laboratoire IRTES Univcrsit\u00e9 de Technologie de Belfort-Montb\u00e9liard (UTBM), Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire IRTES Univcrsit\u00e9 de Technologie de Belfort-Montb\u00e9liard (UTBM), Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090946345","display_name":"Abdellah El Moudni","orcid":"https://orcid.org/0000-0002-4516-7168"},"institutions":[{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdellah EL Moudni","raw_affiliation_strings":["Laboratoire IRTES Univcrsit\u00e9 de Technologie de Belfort-Montb\u00e9liard (UTBM), Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire IRTES Univcrsit\u00e9 de Technologie de Belfort-Montb\u00e9liard (UTBM), Belfort, France","institution_ids":["https://openalex.org/I37553959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37553959"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9983999729156494,"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":0.9983999729156494,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9958999752998352,"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":0.6527965068817139},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6250801086425781},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.6215337514877319},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6207677721977234},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5768662691116333},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5575563907623291},{"id":"https://openalex.org/keywords/stochastic-matrix","display_name":"Stochastic matrix","score":0.5158059597015381},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.500307559967041},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4946760833263397},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4825727045536041},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.45717886090278625},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43764862418174744},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42185139656066895},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19673019647598267},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16034448146820068},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09321019053459167}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6527965068817139},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6250801086425781},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.6215337514877319},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6207677721977234},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5768662691116333},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5575563907623291},{"id":"https://openalex.org/C49555168","wikidata":"https://www.wikidata.org/wiki/Q176583","display_name":"Stochastic matrix","level":3,"score":0.5158059597015381},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.500307559967041},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4946760833263397},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4825727045536041},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.45717886090278625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43764862418174744},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42185139656066895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19673019647598267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16034448146820068},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09321019053459167},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit.2014.6996897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2014.6996897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W45688763","https://openalex.org/W1626155273","https://openalex.org/W1745373831","https://openalex.org/W1834569531","https://openalex.org/W2050676627","https://openalex.org/W2074500080","https://openalex.org/W2099860849","https://openalex.org/W2125001944","https://openalex.org/W2126260032","https://openalex.org/W2132549746","https://openalex.org/W2146544184","https://openalex.org/W2164942307","https://openalex.org/W2167587495","https://openalex.org/W4233840023","https://openalex.org/W6601816729","https://openalex.org/W6674980194","https://openalex.org/W6679054409"],"related_works":["https://openalex.org/W2385142208","https://openalex.org/W2460732917","https://openalex.org/W4310634103","https://openalex.org/W2092348846","https://openalex.org/W2375665878","https://openalex.org/W50176465","https://openalex.org/W2133228654","https://openalex.org/W3085897220","https://openalex.org/W2014117520","https://openalex.org/W2093820213"],"abstract_inverted_index":{"In":[0,69],"this":[1],"paper,":[2],"a":[3],"new":[4],"method":[5,84,108],"based":[6],"on":[7],"decomposition":[8,83],"of":[9,42,49,63,75,93,134],"Markov":[10],"Decision":[11],"Process":[12],"(MDP)":[13],"for":[14,40],"traffic":[15,24,43,94,105,116,135],"control":[16,117,136,144],"at":[17],"isolated":[18],"intersection":[19],"is":[20,57,127],"proposed.":[21],"The":[22],"conflicting":[23],"flows":[25],"should":[26],"be":[27],"grouped":[28],"into":[29,88],"different":[30,55],"combinations":[31,56],"which":[32],"can":[33],"occupy":[34],"the":[35,46,61,67,73,82,100,111,120,132],"conflict":[36],"zone":[37],"concurrently.":[38],"Thus,":[39],"purpose":[41],"delay":[44],"reduction,":[45],"optimal":[47],"policy":[48],"signal":[50,95],"sequence":[51],"and":[52,145],"duration":[53],"among":[54],"studied":[58],"by":[59],"minimizing":[60],"number":[62],"vehicles":[64],"waiting":[65],"in":[66,77,103,114],"queue.":[68],"order":[70],"to":[71,130],"reduce":[72],"computation":[74],"probabilities":[76],"large":[78],"state":[79],"transition":[80],"matrix,":[81],"proposed":[85],"classifies":[86],"states":[87,102],"several":[89],"parts":[90],"as":[91,142],"rule":[92],"transition.":[96],"Each":[97],"part":[98],"contains":[99],"vehicle":[101],"all":[104],"flows.":[106],"This":[107],"firstly":[109],"achieves":[110],"full-states":[112],"calculation":[113],"stochastic":[115],"system.":[118],"Moreover,":[119],"simulation":[121],"results":[122],"indicate":[123],"that":[124],"MDP":[125],"approach":[126],"more":[128],"efficient":[129],"improve":[131],"performance":[133],"than":[137],"other":[138],"comparing":[139],"methods,":[140],"such":[141],"fixed-time":[143],"actuated":[146],"control.":[147]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
