{"id":"https://openalex.org/W2102515551","doi":"https://doi.org/10.1007/s00291-010-0229-9","title":"Models and algorithms for the heterogeneous dial-a-ride problem with driver-related constraints","display_name":"Models and algorithms for the heterogeneous dial-a-ride problem with driver-related constraints","publication_year":2010,"publication_date":"2010-11-08","ids":{"openalex":"https://openalex.org/W2102515551","doi":"https://doi.org/10.1007/s00291-010-0229-9","mag":"2102515551"},"language":"en","primary_location":{"id":"doi:10.1007/s00291-010-0229-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00291-010-0229-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00291-010-0229-9.pdf","source":{"id":"https://openalex.org/S2502551423","display_name":"OR Spectrum","issn_l":"0171-6468","issn":["0171-6468","1436-6304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"OR Spectrum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00291-010-0229-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037046189","display_name":"Sophie N. Parragh","orcid":"https://orcid.org/0000-0002-7428-9770"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Sophie N. Parragh","raw_affiliation_strings":["Department of Business Administration, University of Vienna, Bruenner Strasse 72, 1210, Vienna, Austria","Department of Business Administration, University of Vienna, Vienna, Austria 1210"],"affiliations":[{"raw_affiliation_string":"Department of Business Administration, University of Vienna, Bruenner Strasse 72, 1210, Vienna, Austria","institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"]},{"raw_affiliation_string":"Department of Business Administration, University of Vienna, Vienna, Austria 1210","institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016828932","display_name":"Jean\u2010Fran\u00e7ois Cordeau","orcid":"https://orcid.org/0000-0002-4963-1298"},"institutions":[{"id":"https://openalex.org/I108192572","display_name":"HEC Montr\u00e9al","ror":"https://ror.org/05ww3wq27","country_code":"CA","type":"education","lineage":["https://openalex.org/I108192572"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Cordeau","raw_affiliation_strings":["Canada Research Chair in Logistics and Transportation and CIRRELT, HEC Montr\u00e9al, 3000, chemin de la C\u00f4te-Sainte-Catherine, Montr\u00e9al, H3T 2A7, Canada","Canada Research Chair in Logistics and Transportation and CIRRELT, HEC Montr\u00e9al, Montr\u00e9al, Canada H3T 2A7#TAB#"],"affiliations":[{"raw_affiliation_string":"Canada Research Chair in Logistics and Transportation and CIRRELT, HEC Montr\u00e9al, 3000, chemin de la C\u00f4te-Sainte-Catherine, Montr\u00e9al, H3T 2A7, Canada","institution_ids":["https://openalex.org/I108192572"]},{"raw_affiliation_string":"Canada Research Chair in Logistics and Transportation and CIRRELT, HEC Montr\u00e9al, Montr\u00e9al, Canada H3T 2A7#TAB#","institution_ids":["https://openalex.org/I108192572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021047347","display_name":"Karl F. Doerner","orcid":"https://orcid.org/0000-0001-8350-1393"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl F. Doerner","raw_affiliation_strings":["Department of Business Administration, University of Vienna, Bruenner Strasse 72, 1210, Vienna, Austria","Department of Business Administration, University of Vienna, Vienna, Austria 1210"],"affiliations":[{"raw_affiliation_string":"Department of Business Administration, University of Vienna, Bruenner Strasse 72, 1210, Vienna, Austria","institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"]},{"raw_affiliation_string":"Department of Business Administration, University of Vienna, Vienna, Austria 1210","institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087303286","display_name":"Richard F. Hartl","orcid":"https://orcid.org/0000-0002-0461-0979"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Richard F. Hartl","raw_affiliation_strings":["Department of Business Administration, University of Vienna, Bruenner Strasse 72, 1210, Vienna, Austria","Department of Business Administration, University of Vienna, Vienna, Austria 1210"],"affiliations":[{"raw_affiliation_string":"Department of Business Administration, University of Vienna, Bruenner Strasse 72, 1210, Vienna, Austria","institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"]},{"raw_affiliation_string":"Department of Business Administration, University of Vienna, Vienna, Austria 1210","institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037046189"],"corresponding_institution_ids":["https://openalex.org/I102248843","https://openalex.org/I129774422"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":9.0495,"has_fulltext":true,"cited_by_count":105,"citation_normalized_percentile":{"value":0.97426066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"34","issue":"3","first_page":"593","last_page":"633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9998000264167786,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9993000030517578,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9925000071525574,"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/column-generation","display_name":"Column generation","score":0.897701621055603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7332373857498169},{"id":"https://openalex.org/keywords/variable-neighborhood-search","display_name":"Variable neighborhood search","score":0.691851019859314},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5744171142578125},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5090634226799011},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.49866771697998047},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49135246872901917},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.466643363237381},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.44951534271240234},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.44498658180236816},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.42818811535835266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19111323356628418},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.11825180053710938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07968312501907349}],"concepts":[{"id":"https://openalex.org/C168956720","wikidata":"https://www.wikidata.org/wiki/Q3123181","display_name":"Column generation","level":2,"score":0.897701621055603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7332373857498169},{"id":"https://openalex.org/C2776435737","wikidata":"https://www.wikidata.org/wiki/Q7915703","display_name":"Variable neighborhood search","level":3,"score":0.691851019859314},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5744171142578125},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5090634226799011},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.49866771697998047},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49135246872901917},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.466643363237381},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.44951534271240234},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.44498658180236816},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.42818811535835266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19111323356628418},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.11825180053710938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07968312501907349},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00291-010-0229-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00291-010-0229-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00291-010-0229-9.pdf","source":{"id":"https://openalex.org/S2502551423","display_name":"OR Spectrum","issn_l":"0171-6468","issn":["0171-6468","1436-6304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"OR Spectrum","raw_type":"journal-article"},{"id":"pmh:oai:research.wu.ac.at:publications/ba41ed47-7d3b-4376-b188-cd914d564cdc","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/ba41ed47-7d3b-4376-b188-cd914d564cdc","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Parragh, S, Cordeau, J-F, Doerner, K F & Hartl, R F 2010, 'Models and algorithms for the heterogeneous dial-a-ride problem with driver-related constraints', OR Spectrum, vol. 34, no. 3, pp. 593 - 633. https://doi.org/10.1007/s00291-010-0229-9","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s00291-010-0229-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00291-010-0229-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00291-010-0229-9.pdf","source":{"id":"https://openalex.org/S2502551423","display_name":"OR Spectrum","issn_l":"0171-6468","issn":["0171-6468","1436-6304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"OR Spectrum","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.47999998927116394,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2102515551.pdf","grobid_xml":"https://content.openalex.org/works/W2102515551.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2170952","https://openalex.org/W203988105","https://openalex.org/W1525106674","https://openalex.org/W1554727768","https://openalex.org/W1963504979","https://openalex.org/W1980402561","https://openalex.org/W1982169815","https://openalex.org/W1985290529","https://openalex.org/W1987132101","https://openalex.org/W2000924903","https://openalex.org/W2010334716","https://openalex.org/W2016908591","https://openalex.org/W2024060531","https://openalex.org/W2040678783","https://openalex.org/W2051358678","https://openalex.org/W2055819286","https://openalex.org/W2060400398","https://openalex.org/W2062114635","https://openalex.org/W2076023255","https://openalex.org/W2082772228","https://openalex.org/W2094766752","https://openalex.org/W2097378706","https://openalex.org/W2103480272","https://openalex.org/W2119097848","https://openalex.org/W2124874218","https://openalex.org/W2129360191","https://openalex.org/W2132407640","https://openalex.org/W2154061444","https://openalex.org/W2172237755","https://openalex.org/W2188856445","https://openalex.org/W2335471126","https://openalex.org/W2755013396","https://openalex.org/W3122956505","https://openalex.org/W4232385207"],"related_works":["https://openalex.org/W2911906655","https://openalex.org/W1556053881","https://openalex.org/W2951976120","https://openalex.org/W2983685817","https://openalex.org/W1974421881","https://openalex.org/W4285278887","https://openalex.org/W2995925505","https://openalex.org/W134783735","https://openalex.org/W2365237642","https://openalex.org/W3116484972"],"abstract_inverted_index":{"This":[0,26],"paper":[1],"introduces":[2],"models":[3],"and":[4,36,111,120,154,167],"algorithms":[5],"for":[6,52,180,191],"a":[7,49,67,71,85,118,121,137,144,160],"static":[8],"dial-a-ride":[9],"problem":[10,27,81],"arising":[11],"in":[12,70,93,104],"the":[13,22,31,125,132,152,155,168,176],"transportation":[14],"of":[15,33,43,56,95,106,124,131],"patients":[16],"by":[17,30,136],"non-profit":[18],"organizations":[19],"such":[20],"as":[21,98,100],"Austrian":[23],"Red":[24],"Cross.":[25],"is":[28,82,134],"characterized":[29],"presence":[32],"heterogeneous":[34],"vehicles":[35,44],"patients.":[37],"In":[38,73],"our":[39],"problem,":[40],"two":[41],"types":[42],"are":[45],"used,":[46],"each":[47],"providing":[48],"different":[50,54],"capacity":[51],"four":[53],"modes":[55],"transportation.":[57],"Patients":[58],"may":[59,76],"request":[60],"to":[61,83],"be":[62],"transported":[63],"either":[64],"seated,":[65],"on":[66,175],"stretcher":[68],"or":[69],"wheelchair.":[72],"addition,":[74],"some":[75],"require":[77],"accompanying":[78],"persons.":[79],"The":[80,127,163,183],"construct":[84],"minimum-cost":[86],"routing":[87],"plan":[88],"satisfying":[89],"service-related":[90],"criteria,":[91],"expressed":[92,103],"terms":[94,105],"time":[96],"windows,":[97],"well":[99],"driver-related":[101],"constraints":[102],"maximum":[107],"route":[108],"duration":[109],"limits":[110],"mandatory":[112],"lunch":[113],"breaks.":[114],"We":[115,141],"introduce":[116],"both":[117],"three-index":[119],"set-partitioning":[122],"formulation":[123],"problem.":[126],"linear":[128],"programming":[129],"relaxation":[130],"latter":[133],"solved":[135],"column":[138,156,164],"generation":[139,157,165],"algorithm.":[140],"also":[142],"propose":[143],"variable":[145,184],"neighborhood":[146,185],"search":[147,186],"heuristic.":[148],"Finally,":[149],"we":[150],"integrate":[151],"heuristic":[153],"approach":[158],"into":[159],"collaborative":[161,169],"framework.":[162],"algorithm":[166,187],"framework":[170],"provide":[171],"tight":[172],"lower":[173],"bounds":[174],"optimal":[177],"solution":[178],"values":[179],"small-to-medium-sized":[181],"instances.":[182,194],"yields":[188],"high-quality":[189],"solutions":[190],"realistic":[192],"test":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
