{"id":"https://openalex.org/W7128474546","doi":"https://doi.org/10.1109/tase.2026.3663197","title":"Dynamic Capacity Allocation for Integrated Online and Offline Outpatient Services With Stochastic Multiple Revisits","display_name":"Dynamic Capacity Allocation for Integrated Online and Offline Outpatient Services With Stochastic Multiple Revisits","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7128474546","doi":"https://doi.org/10.1109/tase.2026.3663197"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2026.3663197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2026.3663197","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-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/A5023369634","display_name":"X. Y. Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxiao Shen","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1396-8451","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100526918","display_name":"Jun Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Lv","raw_affiliation_strings":["Faculty of Economics and Management, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054008223","display_name":"Shichang Du","orcid":"https://orcid.org/0000-0003-2408-722X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi-Chang Du","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2408-722X","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044086454","display_name":"Andr\u00e9a Matta","orcid":"https://orcid.org/0000-0003-3902-2007"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Matta","raw_affiliation_strings":["Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3902-2007","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023369634"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22966333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":null,"first_page":"5001","last_page":"5021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.474700003862381,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.474700003862381,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.1551000028848648,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.08959999680519104,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5892000198364258},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5702999830245972},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5691999793052673},{"id":"https://openalex.org/keywords/capacity-planning","display_name":"Capacity planning","score":0.5631999969482422},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4602999985218048},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4480000138282776},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.4327999949455261},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4016999900341034},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.3921999931335449}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6743000149726868},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5892000198364258},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5702999830245972},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5691999793052673},{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.5631999969482422},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5544999837875366},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4602999985218048},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4480000138282776},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.4327999949455261},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4081000089645386},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4016999900341034},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.3921999931335449},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.35920000076293945},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.34360000491142273},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.3352999985218048},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.31200000643730164},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.2985999882221222},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tase.2026.3663197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2026.3663197","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1307074","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/11389807","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1818526521","display_name":null,"funder_award_id":"202306230016","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G647274117","display_name":null,"funder_award_id":"72171144","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6640570130","display_name":null,"funder_award_id":"52275499","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7075016263","display_name":null,"funder_award_id":"92467101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Internet":[0],"healthcare":[1],"provides":[2],"a":[3,66,137,214],"new":[4],"access":[5],"way":[6],"for":[7,82,213],"revisits":[8,88],"through":[9],"texts":[10],"or":[11],"videos,":[12],"which":[13,94],"can":[14,131,205],"lighten":[15],"the":[16,27,63,105,115,124,148,153,178,209,221],"service":[17,77],"load":[18],"on":[19,104],"offline":[20,40],"hospitals.":[21],"In":[22,171],"this":[23],"study,":[24],"we":[25,183],"investigate":[26],"integrated":[28],"capacity":[29,140,193,211,227],"allocation":[30,141],"problem":[31,64],"while":[32],"incorporating":[33],"multiple":[34,87],"revisit":[35,46,100,143,197],"transitions":[36],"between":[37],"online":[38],"and":[39,54,85,135,164,194,199,207,226],"outpatient":[41],"systems.":[42],"The":[43],"heterogeneity":[44],"of":[45,50,75,99,118,155,161,224],"patients":[47],"in":[48,159,176],"terms":[49,160],"their":[51],"chronic":[52],"conditions":[53],"disease":[55],"progression":[56],"is":[57,101],"also":[58,184],"thoroughly":[59],"considered.":[60],"We":[61,122],"formulate":[62],"as":[65,109,111,192,218,220],"multistage":[67],"stochastic":[68,80],"mixed-integer":[69],"programming":[70],"(SMIP)":[71],"model.":[72,149],"Dynamic":[73],"decisions":[74],"matching":[76],"capacities":[78],"with":[79,142,168],"demands":[81],"first":[83],"visit":[84],"multitype":[86],"are":[89],"made":[90],"at":[91],"each":[92,97],"stage,":[93],"ensure":[95],"that":[96,130],"type":[98],"assigned":[102],"appointment":[103],"patient":[106],"preferred":[107],"day":[108],"much":[110],"possible":[112],"under":[113],"meeting":[114],"interval":[116],"restrictions":[117],"two":[119],"consecutive":[120],"revisits.":[121],"reformulate":[123],"model":[125,180],"into":[126,188],"an":[127],"equivalent":[128],"formulation":[129],"be":[132],"solved":[133],"directly":[134],"develop":[136],"decomposition-based":[138],"adaptive":[139],"priority":[144],"algorithm":[145],"to":[146,173,229],"solve":[147],"Numerical":[150],"results":[151],"illustrate":[152],"superiority":[154],"our":[156],"proposed":[157],"approach":[158],"computation":[162],"time":[163],"solution":[165],"quality":[166],"compared":[167],"commercial":[169],"solver.":[170],"addition,":[172],"aid":[174],"practitioners":[175],"applying":[177],"decision-making":[179],"more":[181],"effectively,":[182],"provide":[185],"managerial":[186],"insights":[187],"key":[189],"factors":[190],"such":[191],"demand":[195,216,225],"patterns,":[196,228],"intervals,":[198],"cost":[200],"coefficients.":[201],"For":[202],"instance,":[203],"managers":[204],"identify":[206],"implement":[208],"optimal":[210],"pattern":[212],"given":[215],"pattern,":[217],"well":[219],"best":[222],"combinations":[223],"minimize":[230],"operation":[231],"costs.":[232]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2026-02-11T00:00:00"}
