{"id":"https://openalex.org/W4212958057","doi":"https://doi.org/10.3390/a14080232","title":"A General Cooperative Optimization Approach for Distributing Service Points in Mobility Applications","display_name":"A General Cooperative Optimization Approach for Distributing Service Points in Mobility Applications","publication_year":2021,"publication_date":"2021-08-06","ids":{"openalex":"https://openalex.org/W4212958057","doi":"https://doi.org/10.3390/a14080232"},"language":"en","primary_location":{"id":"doi:10.3390/a14080232","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14080232","pdf_url":"https://www.mdpi.com/1999-4893/14/8/232/pdf?version=1628242889","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/14/8/232/pdf?version=1628242889","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041884179","display_name":"Thomas Jatschka","orcid":"https://orcid.org/0000-0003-1885-8905"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Thomas Jatschka","raw_affiliation_strings":["Institute of Logic and Computation, TU Wien, 1040 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Logic and Computation, TU Wien, 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030647388","display_name":"G\u00fcnther R. Raidl","orcid":"https://orcid.org/0000-0002-3293-177X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnther R. Raidl","raw_affiliation_strings":["Institute of Logic and Computation, TU Wien, 1040 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Logic and Computation, TU Wien, 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035862608","display_name":"Tobias Rodemann","orcid":"https://orcid.org/0000-0001-6256-0060"},"institutions":[{"id":"https://openalex.org/I4210112253","display_name":"Honda (Germany)","ror":"https://ror.org/022c1xk47","country_code":"DE","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210112253"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Rodemann","raw_affiliation_strings":["Honda Research Institute Europe, 63073 Offenbach am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute Europe, 63073 Offenbach am Main, Germany","institution_ids":["https://openalex.org/I4210112253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041884179"],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1211,"currency":"EUR","value_usd":1306},"fwci":0.3711,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61101409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"14","issue":"8","first_page":"232","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":1.0,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9994000196456909,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.7900488972663879},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.535342276096344},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5338783264160156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5289271473884583},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5164156556129456},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.5062845945358276},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.413248211145401},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4106692671775818},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41044700145721436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.210904061794281},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12506431341171265}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7900488972663879},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.535342276096344},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5338783264160156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5289271473884583},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5164156556129456},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.5062845945358276},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.413248211145401},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4106692671775818},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41044700145721436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.210904061794281},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12506431341171265},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a14080232","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14080232","pdf_url":"https://www.mdpi.com/1999-4893/14/8/232/pdf?version=1628242889","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d81bce1431ed42509e6d634609611be1","is_oa":true,"landing_page_url":"https://doaj.org/article/d81bce1431ed42509e6d634609611be1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 14, Iss 8, p 232 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/14/8/232/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a14080232","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 14; Issue 8; Pages: 232","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a14080232","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a14080232","pdf_url":"https://www.mdpi.com/1999-4893/14/8/232/pdf?version=1628242889","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4212958057.pdf","grobid_xml":"https://content.openalex.org/works/W4212958057.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W146937342","https://openalex.org/W1803694112","https://openalex.org/W1887510186","https://openalex.org/W1892081045","https://openalex.org/W1997617119","https://openalex.org/W2010334716","https://openalex.org/W2019295027","https://openalex.org/W2029467044","https://openalex.org/W2048312813","https://openalex.org/W2050000782","https://openalex.org/W2050974717","https://openalex.org/W2051496781","https://openalex.org/W2052942252","https://openalex.org/W2054141820","https://openalex.org/W2058847030","https://openalex.org/W2064453600","https://openalex.org/W2077927809","https://openalex.org/W2080430588","https://openalex.org/W2080927183","https://openalex.org/W2089747466","https://openalex.org/W2090089841","https://openalex.org/W2093041712","https://openalex.org/W2103491696","https://openalex.org/W2105953200","https://openalex.org/W2117686388","https://openalex.org/W2156973359","https://openalex.org/W2184838949","https://openalex.org/W2191050315","https://openalex.org/W2294879787","https://openalex.org/W2505406642","https://openalex.org/W2598865452","https://openalex.org/W2606395562","https://openalex.org/W2614130787","https://openalex.org/W2766999710","https://openalex.org/W2894591865","https://openalex.org/W2937316451","https://openalex.org/W2998126043","https://openalex.org/W3016631533","https://openalex.org/W3049309800","https://openalex.org/W3126961618","https://openalex.org/W3133833661","https://openalex.org/W3171588151","https://openalex.org/W3172725401","https://openalex.org/W4247024249"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"This":[0,82],"article":[1],"presents":[2],"a":[3,19,41,45,150],"cooperative":[4],"optimization":[5,35,179],"approach":[6,227],"(COA)":[7],"for":[8,12,28,58,67,77,87,127],"distributing":[9],"service":[10,30,73,105,141,236],"points":[11,74],"mobility":[13,68],"applications,":[14],"which":[15,71,90],"generalizes":[16],"and":[17,44,53,134,178,239,268],"refines":[18],"previously":[20,62],"proposed":[21,63],"method.":[22],"COA":[23,64,189,282],"is":[24,84,121,155,207,266],"an":[25,34,159],"iterative":[26],"framework":[27,83],"optimizing":[29],"point":[31,142,237],"locations,":[32],"combining":[33],"component":[36,48],"with":[37,190,232,272],"user":[38,51,80,169,197,246,256,264,276],"interaction":[39],"on":[40,96,145,209,252,289],"large":[42],"scale":[43],"machine":[46],"learning":[47],"that":[49,225,271],"learns":[50],"needs":[52],"provides":[54],"the":[55,59,91,97,110,128,163,166,175,186,194,226,245,253,278],"objective":[56,125,148],"function":[57,126],"optimization.":[60],"The":[61,205],"was":[65],"designed":[66],"applications":[69,88],"in":[70,89,109],"single":[72],"are":[75,180],"sufficient":[76],"satisfying":[78],"individual":[79],"demand.":[81],"generalized":[85],"here":[86],"satisfaction":[92],"of":[93,99,112,174,188,193,196,234,241,255,263,274,286],"demand":[94],"relies":[95],"existence":[98],"two":[100],"or":[101],"more":[102],"suitably":[103],"located":[104],"stations,":[106],"such":[107],"as":[108,123,212,214],"case":[111],"bike/car":[113],"sharing":[114],"systems.":[115],"A":[116,250],"new":[117],"matrix":[118,176],"factorization":[119],"model":[120],"used":[122],"surrogate":[124,147],"optimization,":[129],"allowing":[130],"us":[131],"to":[132,157,162,200,259],"learn":[133],"exploit":[135],"similar":[136],"preferences":[137,265],"among":[138],"users":[139],"w.r.t.":[140,165],"locations.":[143],"Based":[144],"this":[146],"function,":[149],"mixed":[151],"integer":[152],"linear":[153],"program":[154],"solved":[156],"generate":[158],"optimized":[160],"solution":[161],"problem":[164],"currently":[167],"known":[168],"information.":[170],"User":[171],"interaction,":[172],"refinement":[173],"factorization,":[177],"iterated.":[181],"An":[182],"experimental":[183],"evaluation":[184],"analyzes":[185],"performance":[187],"special":[191],"consideration":[192],"number":[195,254],"interactions":[198,247,257,277],"required":[199,258],"find":[201],"near":[202],"optimal":[203],"solutions.":[204],"algorithm":[206],"tested":[208],"artificial":[210],"instances,":[211],"well":[213],"instances":[215,231],"derived":[216],"from":[217,221],"real-world":[218],"taxi":[219],"data":[220],"Manhattan.":[222],"Results":[223],"show":[224,270],"can":[228],"effectively":[229],"solve":[230],"hundreds":[233],"potential":[235],"locations":[238],"thousands":[240],"users,":[242],"while":[243],"keeping":[244],"reasonably":[248],"low.":[249],"bound":[251],"obtain":[260],"full":[261],"knowledge":[262],"derived,":[267],"results":[269],"50%":[273],"performed":[275],"solutions":[279],"generated":[280],"by":[281],"feature":[283],"optimality":[284],"gaps":[285],"only":[287],"1.45%":[288],"average.":[290]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-02-24T00:00:00"}
