{"id":"https://openalex.org/W2912445332","doi":"https://doi.org/10.3390/math7020137","title":"Interactive Fuzzy Multi Criteria Decision Making Approach for Supplier Selection and Order Allocation in a Resilient Supply Chain","display_name":"Interactive Fuzzy Multi Criteria Decision Making Approach for Supplier Selection and Order Allocation in a Resilient Supply Chain","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2912445332","doi":"https://doi.org/10.3390/math7020137","mag":"2912445332"},"language":"en","primary_location":{"id":"doi:10.3390/math7020137","doi":"https://doi.org/10.3390/math7020137","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/math7020137","pdf_url":"https://www.mdpi.com/2227-7390/7/2/137/pdf?version=1549017643","source":{"id":"https://openalex.org/S4210192031","display_name":"Mathematics","issn_l":"2227-7390","issn":["2227-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","poland-20","russia-white-list-1","vabb-shw"],"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":"Mathematics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-7390/7/2/137/pdf?version=1549017643","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000325669","display_name":"Sonia Irshad Mari","orcid":"https://orcid.org/0000-0001-7673-4623","observed_orcids":["https://orcid.org/0000-0001-7673-4623"]},"institutions":[{"id":"https://openalex.org/I180291457","display_name":"Mehran University of Engineering and Technology","ror":"https://ror.org/0575ttm03","country_code":"PK","type":"education","lineage":["https://openalex.org/I180291457"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sonia Irshad Mari","raw_affiliation_strings":["Department of Industrial Engineering and Management, Mehran University of Engineering and Technology, Jamshoro, Sindh 76062, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-7673-4623","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Mehran University of Engineering and Technology, Jamshoro, Sindh 76062, Pakistan","institution_ids":["https://openalex.org/I180291457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068863568","display_name":"Muhammad Saad Memon","orcid":"https://orcid.org/0000-0002-9938-6497","observed_orcids":["https://orcid.org/0000-0002-9938-6497"]},"institutions":[{"id":"https://openalex.org/I180291457","display_name":"Mehran University of Engineering and Technology","ror":"https://ror.org/0575ttm03","country_code":"PK","type":"education","lineage":["https://openalex.org/I180291457"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Saad Memon","raw_affiliation_strings":["Department of Industrial Engineering and Management, Mehran University of Engineering and Technology, Jamshoro, Sindh 76062, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-9938-6497","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Mehran University of Engineering and Technology, Jamshoro, Sindh 76062, Pakistan","institution_ids":["https://openalex.org/I180291457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020504014","display_name":"Muhammad Babar Ramzan","orcid":"https://orcid.org/0000-0002-0401-4253","observed_orcids":["https://orcid.org/0000-0002-0401-4253"]},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Babar Ramzan","raw_affiliation_strings":["Department of Garment Manufacturing, National Textile University, Faisalabad 37610, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Garment Manufacturing, National Textile University, Faisalabad 37610, Pakistan","institution_ids":["https://openalex.org/I505182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064559564","display_name":"Sheheryar Mohsin Qureshi","orcid":"https://orcid.org/0000-0002-3728-9720","observed_orcids":["https://orcid.org/0000-0002-3728-9720"]},"institutions":[{"id":"https://openalex.org/I151746803","display_name":"NED University of Engineering and Technology","ror":"https://ror.org/05db8zr24","country_code":"PK","type":"education","lineage":["https://openalex.org/I151746803"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sheheryar Mohsin Qureshi","raw_affiliation_strings":["Department of Industrial and Manufacturing Engineering, NED University of Engineering and Technology, Karachi 75270, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Engineering, NED University of Engineering and Technology, Karachi 75270, Pakistan","institution_ids":["https://openalex.org/I151746803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070182598","display_name":"Muhammad Waqas Iqbal","orcid":"https://orcid.org/0000-0001-6390-585X","observed_orcids":["https://orcid.org/0000-0001-6390-585X"]},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Waqas Iqbal","raw_affiliation_strings":["Department of Industrial Engineering, Hongik University, Seoul 04066, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Hongik University, Seoul 04066, Korea","institution_ids":["https://openalex.org/I94588446"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020504014","https://openalex.org/A5068863568"],"corresponding_institution_ids":["https://openalex.org/I180291457","https://openalex.org/I505182"],"apc_list":{"value":1200,"currency":"CHF","value_usd":1216},"apc_paid":{"value":1200,"currency":"CHF","value_usd":1216},"fwci":3.7566,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93083086,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"7","issue":"2","first_page":"137","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.014999999664723873,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.004999999888241291,"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/supplier-selection","display_name":"supplier selection","score":0.949999988079071},{"id":"https://openalex.org/keywords/order-allocation","display_name":"order allocation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/supply-chain-resilience","display_name":"supply chain resilience","score":0.9860000014305115},{"id":"https://openalex.org/keywords/fuzzy-multi-criteria-decision-making","display_name":"fuzzy multi-criteria decision making","score":0.8510000109672546},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.8870000243186951},{"id":"https://openalex.org/keywords/interactive-optimization","display_name":"interactive optimization","score":0.6380000114440918},{"id":"https://openalex.org/keywords/supply-chain-disruption-risk","display_name":"supply chain disruption risk","score":0.7319999933242798}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8534339666366577},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.721741259098053},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6391217112541199},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.608116626739502},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5630161762237549},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5244836211204529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5212936401367188},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5120823383331299},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.44829583168029785},{"id":"https://openalex.org/C2778397037","wikidata":"https://www.wikidata.org/wiki/Q17083947","display_name":"Supply chain network","level":4,"score":0.44700080156326294},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3833466172218323},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.38275906443595886},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.2810906171798706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11618146300315857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0804903507232666},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.06185948848724365},{"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},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/math7020137","doi":"https://doi.org/10.3390/math7020137","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/math7020137","pdf_url":"https://www.mdpi.com/2227-7390/7/2/137/pdf?version=1549017643","source":{"id":"https://openalex.org/S4210192031","display_name":"Mathematics","issn_l":"2227-7390","issn":["2227-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","poland-20","russia-white-list-1","vabb-shw"],"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":"Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jmathe:v:7:y:2019:i:2:p:137-:d:202695","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2227-7390/7/2/137/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:a5f686157ba6407ab8483a561c2e0848","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a5f686157ba6407ab8483a561c2e0848","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathematics, Vol 7, Iss 2, p 137 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/math7020137","doi":"https://doi.org/10.3390/math7020137","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/math7020137","pdf_url":"https://www.mdpi.com/2227-7390/7/2/137/pdf?version=1549017643","source":{"id":"https://openalex.org/S4210192031","display_name":"Mathematics","issn_l":"2227-7390","issn":["2227-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","poland-20","russia-white-list-1","vabb-shw"],"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":"Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326275","display_name":"Higher Education Commision, Pakistan","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912445332.pdf","grobid_xml":"https://content.openalex.org/works/W2912445332.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W60144559","https://openalex.org/W167637074","https://openalex.org/W255050742","https://openalex.org/W607565909","https://openalex.org/W1594176878","https://openalex.org/W1967188039","https://openalex.org/W1971555462","https://openalex.org/W1977548549","https://openalex.org/W1988131669","https://openalex.org/W1995725395","https://openalex.org/W2002899156","https://openalex.org/W2011303397","https://openalex.org/W2013750707","https://openalex.org/W2023572015","https://openalex.org/W2031384163","https://openalex.org/W2033170335","https://openalex.org/W2035114039","https://openalex.org/W2038199466","https://openalex.org/W2051273047","https://openalex.org/W2062432648","https://openalex.org/W2065468584","https://openalex.org/W2065732913","https://openalex.org/W2078715184","https://openalex.org/W2082490233","https://openalex.org/W2086467817","https://openalex.org/W2089109958","https://openalex.org/W2093225411","https://openalex.org/W2093784315","https://openalex.org/W2205059010","https://openalex.org/W2331485941","https://openalex.org/W2342552677","https://openalex.org/W2344081703","https://openalex.org/W2467634557","https://openalex.org/W2473994668","https://openalex.org/W2533673119","https://openalex.org/W2535172461","https://openalex.org/W2588153893","https://openalex.org/W2588461080","https://openalex.org/W2614915803","https://openalex.org/W2763709306","https://openalex.org/W2767227440","https://openalex.org/W2768052671","https://openalex.org/W2801104403","https://openalex.org/W2886564060","https://openalex.org/W2895048157","https://openalex.org/W2896194211","https://openalex.org/W2902679603","https://openalex.org/W2903686853","https://openalex.org/W2904539354","https://openalex.org/W2905651159","https://openalex.org/W2906726111","https://openalex.org/W3123653197","https://openalex.org/W4214613424"],"related_works":["https://openalex.org/W2887029268","https://openalex.org/W7168279335","https://openalex.org/W4394716567","https://openalex.org/W2038199466","https://openalex.org/W2612889158","https://openalex.org/W2331485941","https://openalex.org/W4409972485","https://openalex.org/W166733749","https://openalex.org/W2582349609","https://openalex.org/W3089289260"],"abstract_inverted_index":{"Modern":[0],"supply":[1,13,33,51,106,114],"chains":[2],"are":[3],"vulnerable":[4],"to":[5,31,59],"high":[6],"impact,":[7],"low":[8],"probability":[9],"disruption":[10],"risks.":[11],"A":[12],"chain":[14,34,115],"usually":[15],"operates":[16],"in":[17,44,70,105],"such":[18],"a":[19,40,49,71,78,113,118],"network":[20],"of":[21,26,55],"entities":[22],"where":[23],"the":[24,76,95],"resilience":[25,104],"one":[27],"supplier":[28,45,65],"is":[29,39,58,110],"critical":[30],"overall":[32],"resilience.":[35],"Therefore,":[36],"resilient":[37,62],"planning":[38],"key":[41],"strategic":[42],"requirement":[43],"selection":[46,66],"decisions":[47],"for":[48,64],"competitive":[50],"chain.":[52],"The":[53,108],"aim":[54],"this":[56],"research":[57],"develop":[60],"quantitative":[61],"criteria":[63],"and":[67,85,103],"order":[68],"allocation":[69],"fuzzy":[72,80,88],"environment.":[73],"To":[74],"serve":[75],"purpose,":[77],"possibilistic":[79],"multi-objective":[81],"approach":[82,109],"was":[83,92],"proposed":[84,96],"an":[86],"interactive":[87],"optimization":[89],"solution":[90],"methodology":[91],"developed.":[93],"Using":[94],"approach,":[97],"organizations":[98],"can":[99],"tradeoff":[100],"between":[101],"cost":[102],"networks.":[107],"illustrated":[111],"using":[112],"case":[116],"from":[117],"garments":[119],"manufacturing":[120],"company.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2019-02-21T00:00:00"}