{"id":"https://openalex.org/W2982679680","doi":"https://doi.org/10.1109/mtits.2019.8883322","title":"Improving the calibration time of traffic simulation models using parallel computing technique","display_name":"Improving the calibration time of traffic simulation models using parallel computing technique","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2982679680","doi":"https://doi.org/10.1109/mtits.2019.8883322","mag":"2982679680"},"language":"en","primary_location":{"id":"doi:10.1109/mtits.2019.8883322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mtits.2019.8883322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11729/2253","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068318385","display_name":"Nima Dadashzadeh","orcid":"https://orcid.org/0000-0001-5425-0572"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nima Dadashzadeh","raw_affiliation_strings":["Graduate school of Science Engineering and Technology, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate school of Science Engineering and Technology, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071153730","display_name":"Murat Erg\u00fcn","orcid":"https://orcid.org/0000-0002-2789-8645"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Ergun","raw_affiliation_strings":["Transportation Engineering Division, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transportation Engineering Division, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068605984","display_name":"Ali Sercan Kesten","orcid":null},"institutions":[{"id":"https://openalex.org/I167234411","display_name":"I\u015f\u0131k University","ror":"https://ror.org/02j8k6t75","country_code":"TR","type":"education","lineage":["https://openalex.org/I167234411"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Sercan Kesten","raw_affiliation_strings":["Department of Engineering, I\u015fik University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, I\u015fik University, Istanbul, Turkey","institution_ids":["https://openalex.org/I167234411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029539603","display_name":"Marijan \u017dura","orcid":"https://orcid.org/0000-0001-9113-3316"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]},{"id":"https://openalex.org/I4210092959","display_name":"Prometni institut Ljubljana","ror":"https://ror.org/00h0zfe78","country_code":"SI","type":"company","lineage":["https://openalex.org/I4210092959"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marijan Zura","raw_affiliation_strings":["Traffic Technical Institute, University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Traffic Technical Institute, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015","https://openalex.org/I4210092959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987000226974487,"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":0.9962000250816345,"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/calibration","display_name":"Calibration","score":0.7671565413475037},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7083739042282104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6990295648574829},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6030676364898682},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5861989855766296},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5646220445632935},{"id":"https://openalex.org/keywords/traffic-simulation","display_name":"Traffic simulation","score":0.5472906231880188},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.506473183631897},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4709121882915497},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45741862058639526},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4032037854194641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16225504875183105},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14801174402236938},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14089113473892212},{"id":"https://openalex.org/keywords/microsimulation","display_name":"Microsimulation","score":0.11448657512664795}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.7671565413475037},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7083739042282104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990295648574829},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6030676364898682},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5861989855766296},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5646220445632935},{"id":"https://openalex.org/C2778391309","wikidata":"https://www.wikidata.org/wiki/Q7832527","display_name":"Traffic simulation","level":3,"score":0.5472906231880188},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.506473183631897},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4709121882915497},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45741862058639526},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4032037854194641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16225504875183105},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14801174402236938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14089113473892212},{"id":"https://openalex.org/C2780015235","wikidata":"https://www.wikidata.org/wiki/Q1934035","display_name":"Microsimulation","level":2,"score":0.11448657512664795},{"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/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mtits.2019.8883322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mtits.2019.8883322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)","raw_type":"proceedings-article"},{"id":"pmh:oai:acikerisim.isikun.edu.tr:11729/2253","is_oa":true,"landing_page_url":"https://hdl.handle.net/11729/2253","pdf_url":null,"source":{"id":"https://openalex.org/S4306401174","display_name":"Akademik A\u00e7\u0131k Eri\u015fim (I\u015f\u0131k \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167234411","host_organization_name":"I\u015f\u0131k University","host_organization_lineage":["https://openalex.org/I167234411"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Object"},{"id":"pmh:oai:polen.itu.edu.tr:11527/34880","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/34880","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Conference object"}],"best_oa_location":{"id":"pmh:oai:acikerisim.isikun.edu.tr:11729/2253","is_oa":true,"landing_page_url":"https://hdl.handle.net/11729/2253","pdf_url":null,"source":{"id":"https://openalex.org/S4306401174","display_name":"Akademik A\u00e7\u0131k Eri\u015fim (I\u015f\u0131k \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167234411","host_organization_name":"I\u015f\u0131k University","host_organization_lineage":["https://openalex.org/I167234411"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Object"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2004080457","https://openalex.org/W2076598517","https://openalex.org/W2100806187","https://openalex.org/W2141502923","https://openalex.org/W2152195021","https://openalex.org/W2156620022","https://openalex.org/W2169956782","https://openalex.org/W2171131508","https://openalex.org/W2171701597","https://openalex.org/W2543580944","https://openalex.org/W2565519527","https://openalex.org/W2617295546","https://openalex.org/W2769775106","https://openalex.org/W2775828631","https://openalex.org/W2905525976","https://openalex.org/W3142962882"],"related_works":["https://openalex.org/W2161864940","https://openalex.org/W2025330041","https://openalex.org/W1996877768","https://openalex.org/W2209740551","https://openalex.org/W2970667563","https://openalex.org/W3033865065","https://openalex.org/W2072383232","https://openalex.org/W3035585206","https://openalex.org/W1788672784","https://openalex.org/W616010339","https://openalex.org/W2256847187","https://openalex.org/W3153270307","https://openalex.org/W1830030470","https://openalex.org/W2596480560","https://openalex.org/W2769775106","https://openalex.org/W2967867355","https://openalex.org/W3146762217","https://openalex.org/W2126171847","https://openalex.org/W2187508706","https://openalex.org/W2903383997"],"abstract_inverted_index":{"The":[0,78,106,129,171],"calibration":[1,40,55,90,139,186],"procedure":[2,91],"for":[3,39,73,92,176],"traffic":[4,42,63,116,196],"simulation":[5,43,64,117,197],"models":[6,98],"can":[7,142,189],"be":[8,190],"a":[9,17,62,88,114,167],"very":[10],"time-consuming":[11,51],"process":[12,151],"in":[13,53,113,154,166],"the":[14,23,49,93,126,144,149,162,178,184],"case":[15],"of":[16,25,41,76,81,95,131,148,180,183],"large-scale":[18],"and":[19,34,65,101,111,140,160,188,195],"complex":[20,168],"network.":[21],"In":[22],"application":[24],"Evolutionary":[26],"Algorithms":[27,32],"(EA)":[28],"such":[29,54],"as":[30],"Genetic":[31],"(GA)":[33],"Particle":[35],"Swarm":[36],"Optimization":[37],"(PSO)":[38],"models,":[44],"objective":[45,69],"function":[46,70],"evaluation":[47],"is":[48,174],"most":[50],"step":[52],"problems,":[56],"because":[57],"EA":[58,100],"has":[59,84],"to":[60,86,192],"run":[61],"calculate":[66],"its":[67],"corresponding":[68],"value":[71],"once":[72],"each":[74],"set":[75],"parameters.":[77],"main":[79],"contribution":[80],"this":[82],"study":[83],"been":[85],"develop":[87],"quick":[89],"parameters":[94],"driving":[96],"behavior":[97],"using":[99,125,136],"parallel":[102],"computing":[103],"techniques":[104],"(PCTs).":[105],"proposed":[107,172],"method":[108,173],"was":[109],"coded":[110],"implemented":[112],"microscopic":[115],"software.":[118,198],"Two":[119],"scenarios":[120],"with/without":[121],"PCT":[122,141],"were":[123],"analyzed":[124],"developed":[127],"methodology.":[128],"results":[130],"scenario":[132],"analysis":[133],"show":[134],"that":[135],"an":[137],"integrated":[138],"reduce":[143],"total":[145],"computational":[146,181],"time":[147,182],"optimization":[150,163,169],"significantly":[152],"-":[153,159],"our":[155],"experiments":[156],"by":[157],"50%":[158],"improve":[161],"algorithm's":[164],"performance":[165],"problem.":[170],"useful":[175],"overcoming":[177],"limitation":[179],"existing":[185],"methods":[187],"applied":[191],"various":[193],"EAs":[194]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
