{"id":"https://openalex.org/W4284969493","doi":"https://doi.org/10.1109/case49997.2022.9926559","title":"A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions","display_name":"A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions","publication_year":2022,"publication_date":"2022-08-20","ids":{"openalex":"https://openalex.org/W4284969493","doi":"https://doi.org/10.1109/case49997.2022.9926559"},"language":"en","primary_location":{"id":"doi:10.1109/case49997.2022.9926559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case49997.2022.9926559","pdf_url":null,"source":{"id":"https://openalex.org/S4363607892","display_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2207.03460","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033034164","display_name":"Mingjie Bi","orcid":"https://orcid.org/0000-0001-6825-1445"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mingjie Bi","raw_affiliation_strings":["University of Michigan,Robotics Institute,Ann Arbor,USA,MI 48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Robotics Institute,Ann Arbor,USA,MI 48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057814515","display_name":"Chen Gong-yu","orcid":"https://orcid.org/0009-0008-4933-4569"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gongyu Chen","raw_affiliation_strings":["University of Michigan,Department of Industrial and Operations Engineering,Ann Arbor,USA,MI 48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Industrial and Operations Engineering,Ann Arbor,USA,MI 48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025730901","display_name":"Dawn M. Tilbury","orcid":"https://orcid.org/0000-0002-2510-0556"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dawn M. Tilbury","raw_affiliation_strings":["University of Michigan,Robotics Institute,Ann Arbor,USA,MI 48109","Robotics Institute and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA","Robotics Institute, University of Michigan, Ann Arbor, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Robotics Institute,Ann Arbor,USA,MI 48109","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Robotics Institute and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Robotics Institute, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029271681","display_name":"Siqian Shen","orcid":"https://orcid.org/0000-0002-2854-163X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siqian Shen","raw_affiliation_strings":["University of Michigan,Department of Industrial and Operations Engineering,Ann Arbor,USA,MI 48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Industrial and Operations Engineering,Ann Arbor,USA,MI 48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084847741","display_name":"Kira Barton","orcid":"https://orcid.org/0000-0003-1047-8078"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kira Barton","raw_affiliation_strings":["University of Michigan,Robotics Institute,Ann Arbor,USA,MI 48109","Robotics Institute, University of Michigan, Ann Arbor, USA","Robotics Institute and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Robotics Institute,Ann Arbor,USA,MI 48109","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Robotics Institute, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Robotics Institute and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033034164"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":4.4565,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94696133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"235","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and 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"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and 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"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9776999950408936,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and 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/supply-chain","display_name":"Supply chain","score":0.8590935468673706},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.8413571119308472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259267926216125},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.587735116481781},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.5314720273017883},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5048511624336243},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49271681904792786},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.48736363649368286},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.41873428225517273},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36768925189971924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11495327949523926},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.07474124431610107},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.06909149885177612}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8590935468673706},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.8413571119308472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259267926216125},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.587735116481781},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.5314720273017883},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5048511624336243},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49271681904792786},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.48736363649368286},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.41873428225517273},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36768925189971924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11495327949523926},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.07474124431610107},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.06909149885177612},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/case49997.2022.9926559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case49997.2022.9926559","pdf_url":null,"source":{"id":"https://openalex.org/S4363607892","display_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2207.03460","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.03460","pdf_url":"https://arxiv.org/pdf/2207.03460","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2207.03460","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.03460","pdf_url":"https://arxiv.org/pdf/2207.03460","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4399999976158142,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1965506246","https://openalex.org/W1977545325","https://openalex.org/W1980310052","https://openalex.org/W2021525828","https://openalex.org/W2065732913","https://openalex.org/W2317760524","https://openalex.org/W2508962850","https://openalex.org/W2587367900","https://openalex.org/W2728024527","https://openalex.org/W2769593477","https://openalex.org/W2791627161","https://openalex.org/W2893740026","https://openalex.org/W2899475487","https://openalex.org/W2933496093","https://openalex.org/W3089252064","https://openalex.org/W3161689089","https://openalex.org/W3197287934","https://openalex.org/W3207814256","https://openalex.org/W4205872577","https://openalex.org/W4220783425"],"related_works":["https://openalex.org/W2579473328","https://openalex.org/W2509147714","https://openalex.org/W2656997359","https://openalex.org/W4239898203","https://openalex.org/W2586833044","https://openalex.org/W2603666417","https://openalex.org/W46955353","https://openalex.org/W2315021981","https://openalex.org/W2955295882","https://openalex.org/W2145869671"],"abstract_inverted_index":{"Due":[0],"to":[1,42,45,87,89],"the":[2,5,107,110,129],"COVID-19":[3],"pandemic,":[4],"global":[6],"supply":[7,90,120],"chain":[8,91,121],"is":[9],"disrupted":[10],"at":[11],"an":[12,94],"unprecedented":[13],"scale":[14],"under":[15,113],"uncertain":[16],"and":[17,26,38,47,54,67,83,96,124,132],"unknown":[18],"trends":[19],"of":[20,65,109],"labor":[21],"shortage,":[22],"high":[23],"material":[24],"prices,":[25],"changing":[27],"travel":[28],"or":[29],"trade":[30],"regulations.":[31],"To":[32],"stay":[33],"competitive,":[34],"enterprises":[35],"desire":[36],"agile":[37,95],"dynamic":[39,84],"response":[40],"strategies":[41],"quickly":[43],"react":[44],"disruptions":[46,66,92],"recover":[48],"supply-chain":[49],"functions.":[50],"Although":[51],"both":[52],"centralized":[53,133],"multi-agent":[55,77],"approaches":[56],"have":[57],"been":[58],"studied,":[59],"their":[60],"implementation":[61],"requires":[62],"prior":[63],"knowledge":[64],"agent-rule-based":[68],"reasoning.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73,105],"introduce":[74],"a":[75,100,119],"model-based":[76],"framework":[78],"that":[79,117],"enables":[80],"agent":[81,85],"coordination":[82],"decision-making":[86],"respond":[88],"in":[93],"effective":[97],"manner.":[98],"Through":[99],"small-scale":[101],"simulated":[102],"case":[103],"study,":[104],"showcase":[106],"feasibility":[108],"proposed":[111,130],"approach":[112],"several":[114],"disruption":[115],"scenarios":[116],"affect":[118],"network":[122],"differently,":[123],"analyze":[125],"performance":[126],"trade-offs":[127],"between":[128],"distributed":[131],"methods.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2022-07-10T00:00:00"}