{"id":"https://openalex.org/W2097903635","doi":"https://doi.org/10.1109/cca.2008.4629624","title":"Influencing route choice in traffic networks: A model predictive control approach based on mixed-integer linear programming","display_name":"Influencing route choice in traffic networks: A model predictive control approach based on mixed-integer linear programming","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2097903635","doi":"https://doi.org/10.1109/cca.2008.4629624","mag":"2097903635"},"language":"en","primary_location":{"id":"doi:10.1109/cca.2008.4629624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2008.4629624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Control Applications","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/A5058385896","display_name":"M. van den Berg","orcid":"https://orcid.org/0000-0001-8637-7113"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"M. van den Berg","raw_affiliation_strings":["Marine and Transport Technology Department, Delft University of Technnology, Netherlands","Delft Center for Systems and Control, Delft University of Technology, Delft"],"affiliations":[{"raw_affiliation_string":"Marine and Transport Technology Department, Delft University of Technnology, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"B. De Schutter","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, The Netherlands","Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033649603","display_name":"J. Hellendoorn","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J. Hellendoorn","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technnology, Delft, Netherlands","Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technnology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Mekelweg 2, 2628 CD, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015363041","display_name":"Andreas Hegyi","orcid":"https://orcid.org/0000-0002-0399-0703"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"A. Hegyi","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technnology, Delft, Netherlands","Department of Transport & Planning, Faculty of Civil Engineering and Geosciences, Delft University of Technology, P.O.Box 5048, 2600 GA, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technnology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Department of Transport & Planning, Faculty of Civil Engineering and Geosciences, Delft University of Technology, P.O.Box 5048, 2600 GA, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058385896"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":3.29,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92353312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"299","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9962999820709229,"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":0.9962999820709229,"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":0.9961000084877014,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.989799976348877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.7675009965896606},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7526822686195374},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.7069036364555359},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6820926666259766},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6364839673042297},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.5931699872016907},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5544301867485046},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.5268049240112305},{"id":"https://openalex.org/keywords/speed-limit","display_name":"Speed limit","score":0.511368453502655},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.48856720328330994},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4264734387397766},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3975256085395813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20096027851104736},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13978582620620728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07570070028305054}],"concepts":[{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.7675009965896606},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7526822686195374},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.7069036364555359},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6820926666259766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6364839673042297},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.5931699872016907},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5544301867485046},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5268049240112305},{"id":"https://openalex.org/C2780210587","wikidata":"https://www.wikidata.org/wiki/Q1077350","display_name":"Speed limit","level":2,"score":0.511368453502655},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.48856720328330994},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4264734387397766},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3975256085395813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20096027851104736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13978582620620728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07570070028305054},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cca.2008.4629624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2008.4629624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Control Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W10126913","https://openalex.org/W53267247","https://openalex.org/W619954060","https://openalex.org/W1511034952","https://openalex.org/W1561941139","https://openalex.org/W1577238357","https://openalex.org/W1609158793","https://openalex.org/W1969308522","https://openalex.org/W1977985274","https://openalex.org/W2014967392","https://openalex.org/W2032529537","https://openalex.org/W2040486853","https://openalex.org/W2053862301","https://openalex.org/W2137270647","https://openalex.org/W2140007372","https://openalex.org/W2163044719","https://openalex.org/W2166843422","https://openalex.org/W2213594914","https://openalex.org/W4229667009","https://openalex.org/W4285719527","https://openalex.org/W6600428385","https://openalex.org/W6619508902"],"related_works":["https://openalex.org/W2047683846","https://openalex.org/W2044902158","https://openalex.org/W2109912052","https://openalex.org/W1711527768","https://openalex.org/W4285278887","https://openalex.org/W2365237642","https://openalex.org/W2995925505","https://openalex.org/W2773399470","https://openalex.org/W3116484972","https://openalex.org/W2941986668"],"abstract_inverted_index":{"Traffic":[0],"control":[1,9,29,37],"measures":[2],"like":[3],"variable":[4],"speed":[5,109],"limits":[6],"or":[7],"outflow":[8],"can":[10],"be":[11],"used":[12],"to":[13,66,89],"influence":[14],"the":[15,45,48,54,68,91,97,100],"route":[16,27,41],"choice":[17,28,42],"of":[18,99],"drivers.":[19],"In":[20],"this":[21],"paper":[22],"we":[23],"develop":[24],"a":[25,59,73,104],"day-to-day":[26],"method":[30],"that":[31,52,87],"is":[32,64],"based":[33],"on":[34],"model":[35,43,56],"predictive":[36],"(MPC).":[38],"A":[39],"basic":[40],"forms":[44],"basis":[46],"for":[47,53,58,103],"controller.":[49],"We":[50,94],"show":[51],"given":[55],"and":[57],"linear":[60,75],"cost":[61],"function":[62],"it":[63],"possible":[65],"reformulate":[67],"MPC":[69],"optimization":[70],"problem":[71],"as":[72],"mixed-integer":[74],"programming":[76],"(MILP)":[77],"problem.":[78],"For":[79],"MILP":[80],"problems":[81],"efficient":[82],"branch-and-bound":[83],"solvers":[84],"are":[85],"available":[86],"guarantee":[88],"find":[90],"global":[92],"optimum.":[93],"also":[95],"illustrate":[96],"efficiency":[98],"proposed":[101],"approach":[102],"simple":[105],"simulation":[106],"example":[107],"involving":[108],"limit":[110],"control.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
