{"id":"https://openalex.org/W4405360470","doi":"https://doi.org/10.1109/tase.2024.3513815","title":"Supply Chain Design Optimization With Heterogeneous Risk-Aware Agents","display_name":"Supply Chain Design Optimization With Heterogeneous Risk-Aware Agents","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4405360470","doi":"https://doi.org/10.1109/tase.2024.3513815"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2024.3513815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2024.3513815","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/A5092793265","display_name":"Juan-Alberto Estrada-Garcia","orcid":"https://orcid.org/0000-0003-2308-1897"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan-Alberto Estrada-Garcia","raw_affiliation_strings":["Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA","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","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":["Robotics Department, Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA","Robotics Department and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Robotics Department, Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Robotics Department and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084847741","display_name":"Kira Barton","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","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":["Robotics Department, Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA","Robotics Department and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Robotics Department, Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Robotics Department and the Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","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","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":["Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092793265"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.3422,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67217158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"22","issue":null,"first_page":"9872","last_page":"9883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.8751000165939331,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.8751000165939331,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.8313999772071838,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.7971000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.7342382669448853},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"Supply chain risk management","score":0.47917571663856506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.456132709980011},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3559721112251282},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.32587599754333496},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2537412643432617},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.16019481420516968}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7342382669448853},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.47917571663856506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.456132709980011},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3559721112251282},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.32587599754333496},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2537412643432617},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.16019481420516968},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2024.3513815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2024.3513815","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1246660394","display_name":null,"funder_award_id":"CMMI-2034974","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"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":35,"referenced_works":["https://openalex.org/W1535700698","https://openalex.org/W1647779468","https://openalex.org/W1968163831","https://openalex.org/W1969536542","https://openalex.org/W1980750087","https://openalex.org/W1983916623","https://openalex.org/W2014494212","https://openalex.org/W2021525828","https://openalex.org/W2045306539","https://openalex.org/W2068142192","https://openalex.org/W2072258701","https://openalex.org/W2078398625","https://openalex.org/W2082821381","https://openalex.org/W2103874389","https://openalex.org/W2110205957","https://openalex.org/W2136917634","https://openalex.org/W2146049224","https://openalex.org/W2342547137","https://openalex.org/W2510721712","https://openalex.org/W2526077320","https://openalex.org/W2604526922","https://openalex.org/W2901813265","https://openalex.org/W3011554502","https://openalex.org/W3015858370","https://openalex.org/W3123467532","https://openalex.org/W4252698487","https://openalex.org/W4320916344","https://openalex.org/W4321093819","https://openalex.org/W4362577719","https://openalex.org/W4384825812","https://openalex.org/W4385814341","https://openalex.org/W4387123470","https://openalex.org/W4389609812","https://openalex.org/W4394827233","https://openalex.org/W6862908277"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2057686421","https://openalex.org/W2015686463","https://openalex.org/W2260567777","https://openalex.org/W2145181404","https://openalex.org/W4283832168","https://openalex.org/W2259073436","https://openalex.org/W3133357750","https://openalex.org/W2128270257","https://openalex.org/W2141283470"],"abstract_inverted_index":{"Modern":[0],"supply":[1,21,69,179,209,257,270],"chain":[2,22,70],"networks":[3],"(SCN)":[4],"are":[5],"becoming":[6],"increasingly":[7],"complex,":[8],"with":[9],"vulnerable":[10],"entities":[11],"exposed":[12],"to":[13,30,42,57,147,162,173,183,187,224,234,264,272],"uncertain":[14],"disruptions":[15,113,184],"that":[16,123,289],"affect":[17,114],"local":[18],"or":[19,254,266],"global":[20,178],"attributes.":[23],"We":[24,51,92,121,217],"model":[25,56,260],"a":[26,53,81],"stochastic":[27],"mixed-integer":[28],"program":[29],"minimize":[31],"the":[32,76,101,108,119,130,155,202,206,247],"overall":[33],"cost":[34,61],"of":[35,157,208,250],"SCN":[36,164],"design":[37,165,228],"and":[38,44,62,143,150,160,190,214,220,236,278,300],"operations,":[39],"in":[40,107,118,177,256],"response":[41,232,292],"lead-time":[43,213],"demand":[45,215],"uncertainties":[46,176],"following":[47],"given":[48],"probability":[49],"distributions.":[50],"formulate":[52],"heterogeneous":[54,167,241],"risk-aware":[55],"trade":[58],"off":[59],"between":[60,170],"delay/shortage":[63],"by":[64,201],"considering":[65,166],"different":[66],"risk-attitudes":[67],"amongst":[68],"agents.":[71,171],"In":[72],"particular,":[73],"we":[74],"employ":[75,218],"Conditional":[77],"Value-at-Risk":[78],"(CVaR)":[79],"as":[80,124,137,194,229,231,244],"coherent":[82],"risk":[83,87,128,168,242,248],"measure":[84],"for":[85,133,275],"quantifying":[86],"while":[88],"attaining":[89],"solution":[90],"tractability.":[91],"derive":[93],"managerial":[94],"insights":[95,284],"from":[96,104],"our":[97,158,237],"numerical":[98],"studies,":[99],"finding":[100],"most":[102],"benefit":[103],"diversifying":[105],"agents":[106,125,135],"root":[109],"tier,":[110],"since":[111],"their":[112],"all":[115],"other":[116],"tiers":[117],"SCN.":[120],"find":[122],"become":[126],"more":[127,140],"averse,":[129],"optimal":[131],"solutions":[132],"key":[134],"(such":[136],"assemblers),":[138],"seek":[139],"backup":[141],"suppliers":[142],"allocate":[144],"extra":[145],"capacities":[146],"achieve":[148],"resiliency":[149],"reliability.":[151],"Practitioners":[152],"can":[153,185,239,261,290],"use":[154],"outcomes":[156],"framework":[159,238],"studies":[161],"guide":[163],"attitudes":[169],"Note":[172],"Practitioners\u2014With":[174],"growing":[175],"chains,":[180,271],"inefficient":[181],"responses":[182],"lead":[186],"large":[188],"penalties":[189],"long-term":[191],"impacts":[192],"such":[193],"customer":[195],"dissatisfaction.":[196],"This":[197],"research":[198],"is":[199],"motivated":[200],"challenges":[203],"arising":[204],"during":[205],"operations":[207],"chains":[210],"under":[211],"both":[212],"uncertainties.":[216,279],"optimization":[219],"centralized":[221],"control":[222],"approaches":[223],"optimize":[225],"supply-chain":[226,287],"network":[227],"well":[230],"strategies":[233],"disruptions,":[235],"handle":[240],"preferences":[243],"it":[245],"models":[246],"attitude":[249],"each":[251],"individual":[252],"entity":[253],"agent":[255],"chains.":[258],"Our":[259,280],"be":[262],"utilized":[263],"completely":[265],"partially":[267],"re-design":[268],"resilient":[269],"better":[273],"prepare":[274],"unknown":[276],"features":[277],"case":[281],"study":[282],"provides":[283],"about":[285],"risk-averse":[286],"designs":[288],"reduce":[291],"cost,":[293],"but":[294],"increase":[295],"initial":[296],"investments":[297],"on":[298],"backups":[299],"redundancies.":[301]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
