{"id":"https://openalex.org/W2090988807","doi":"https://doi.org/10.1109/icadlt.2014.6866340","title":"Supplier selection under disruption risks using Stochastic Mixed Linear Programming techniques","display_name":"Supplier selection under disruption risks using Stochastic Mixed Linear Programming techniques","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2090988807","doi":"https://doi.org/10.1109/icadlt.2014.6866340","mag":"2090988807"},"language":"en","primary_location":{"id":"doi:10.1109/icadlt.2014.6866340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icadlt.2014.6866340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Advanced Logistics and Transport (ICALT)","raw_type":"proceedings-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/A5113639944","display_name":"Faiza Hamdi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faiza Hamdi","raw_affiliation_strings":["Unit of Logistic, Higher Institute of Industrial Management, Sfax, Tunisia","Unit of Logistic, Ind. & Quality Manage. (LOGIQ), Higher Inst. of Ind. Manage. Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Logistic, Higher Institute of Industrial Management, Sfax, Tunisia","institution_ids":[]},{"raw_affiliation_string":"Unit of Logistic, Ind. & Quality Manage. (LOGIQ), Higher Inst. of Ind. Manage. Sfax, Sfax, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045775107","display_name":"Ahmed Ghorbel","orcid":"https://orcid.org/0000-0001-6230-1042"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ahmed Ghorbel","raw_affiliation_strings":["Department of quantitative methods, Faculty of Economics and Management Sfax, Sfax, Tunisia","Dept. of Quantitative Methods, Fac. of Econ. & Manage. of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of quantitative methods, Faculty of Economics and Management Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Dept. of Quantitative Methods, Fac. of Econ. & Manage. of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035554642","display_name":"Faouzi Masmoudi","orcid":"https://orcid.org/0000-0003-2995-3414"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Faouzi Masmoudi","raw_affiliation_strings":["Laboratory of Mechanic, Engineering School of Sfax, Sfax, Tunisia","Lab. of Mech., Modeling & Production (L2MP), Eng. Sch. of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Mechanic, Engineering School of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Lab. of Mech., Modeling & Production (L2MP), Eng. Sch. of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5717,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75856606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"368","last_page":"373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994000196456909,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9990000128746033,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9976000189781189,"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/cvar","display_name":"CVAR","score":0.9660288095474243},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6410350799560547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646522641181946},{"id":"https://openalex.org/keywords/expected-shortfall","display_name":"Expected shortfall","score":0.5523192286491394},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5488366484642029},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.548459529876709},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.5337485074996948},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5142900347709656},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"Supply chain risk management","score":0.511993944644928},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5084375739097595},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4885800778865814},{"id":"https://openalex.org/keywords/value-at-risk","display_name":"Value at risk","score":0.41472408175468445},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4136682152748108},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3795834183692932},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3321390151977539},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.32741183042526245},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30758869647979736},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.14682194590568542},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.11206233501434326},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08903670310974121},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08632302284240723}],"concepts":[{"id":"https://openalex.org/C2779922397","wikidata":"https://www.wikidata.org/wiki/Q5014755","display_name":"CVAR","level":4,"score":0.9660288095474243},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6410350799560547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646522641181946},{"id":"https://openalex.org/C5496284","wikidata":"https://www.wikidata.org/wiki/Q5420856","display_name":"Expected shortfall","level":3,"score":0.5523192286491394},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5488366484642029},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.548459529876709},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.5337485074996948},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5142900347709656},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.511993944644928},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5084375739097595},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4885800778865814},{"id":"https://openalex.org/C94128290","wikidata":"https://www.wikidata.org/wiki/Q963287","display_name":"Value at risk","level":3,"score":0.41472408175468445},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4136682152748108},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3795834183692932},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3321390151977539},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.32741183042526245},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30758869647979736},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.14682194590568542},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11206233501434326},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08903670310974121},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08632302284240723},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icadlt.2014.6866340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icadlt.2014.6866340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Advanced Logistics and Transport (ICALT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1997044892","https://openalex.org/W2005544681","https://openalex.org/W2006082103","https://openalex.org/W2006910984","https://openalex.org/W2009078260","https://openalex.org/W2010080848","https://openalex.org/W2013290439","https://openalex.org/W2013423727","https://openalex.org/W2023498995","https://openalex.org/W2023572015","https://openalex.org/W2025959933","https://openalex.org/W2027945399","https://openalex.org/W2045299494","https://openalex.org/W2046855872","https://openalex.org/W2065941251","https://openalex.org/W2066344452","https://openalex.org/W2080085332","https://openalex.org/W2116936991","https://openalex.org/W2132568097","https://openalex.org/W2147402371","https://openalex.org/W2740549706","https://openalex.org/W3121606237","https://openalex.org/W6742124231"],"related_works":["https://openalex.org/W4316167276","https://openalex.org/W2002736235","https://openalex.org/W2232143283","https://openalex.org/W1106997938","https://openalex.org/W2783733712","https://openalex.org/W2594064876","https://openalex.org/W2374661407","https://openalex.org/W1981446215","https://openalex.org/W2031780815","https://openalex.org/W3173705157"],"abstract_inverted_index":{"Supplier":[0],"selection":[1,82],"is":[2],"an":[3],"important":[4],"key":[5],"of":[6,15,21,52,83,90,101,138,167,173],"supply":[7,139,153,185],"chain":[8,140],"management":[9],"and":[10,48,104,109,126],"mainly":[11],"with":[12,97,107],"the":[13,26,50,61,81,136,152,163,180],"presence":[14],"disruption":[16,53,91,100,111],"risks.":[17,54],"Given":[18],"a":[19],"set":[20,89],"customer":[22,42],"orders":[23],"for":[24,40,80,179],"products,":[25],"decision":[27],"maker":[28],"needs":[29],"to":[30,35,44,134,150],"decide":[31],"from":[32],"which":[33],"supplier":[34],"purchase":[36],"custom":[37],"parts":[38],"required":[39],"each":[41,102],"order":[43],"minimize":[45],"total":[46],"cost":[47,169],"mitigate":[49],"impact":[51],"Many":[55],"approaches":[56],"have":[57],"been":[58],"developed":[59],"in":[60,115,183],"literature":[62],"based":[63],"on":[64],"various":[65],"formal":[66],"modeling":[67],"techniques.":[68],"In":[69],"this":[70,174],"paper,":[71],"Stochastic":[72],"Mixed":[73],"Linear":[74],"Program":[75],"(MILP)":[76],"techniques":[77],"are":[78,93,132,148],"used":[79,133],"suppliers":[84,117],"under":[85],"risk":[86,124,130,137,166,181],"disruption.":[87,141],"Two":[88],"scenarios":[92],"considered:":[94],"(1)":[95],"scenario":[96,106],"independent":[98],"local":[99,108],"supplier,":[103],"(2)":[105],"global":[110],"that":[112,145],"may":[113],"result":[114],"all":[116],"simultaneously.":[118],"The":[119,171],"two":[120],"percentiles:":[121],"Value":[122],"at":[123,129,165],"(VaR)":[125],"conditional":[127],"value":[128,164],"(CVaR)":[131],"model":[135],"It":[142],"be":[143],"concluded":[144],"these":[146],"percentiles":[147],"capable":[149],"optimizing":[151],"portfolio":[154],"by":[155],"minimizing":[156],"expects":[157],"worst-case":[158],"per":[159],"part":[160],"via":[161],"calculating":[162],"expected":[168],"part.":[170],"extension":[172],"study":[175],"seems":[176],"very":[177],"interesting":[178],"analysis":[182],"complex":[184],"chains.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}