{"id":"https://openalex.org/W4200530635","doi":"https://doi.org/10.2478/amns.2021.2.00061","title":"Application of multi-attribute decision-making methods based on normal random variables in supply chain risk management","display_name":"Application of multi-attribute decision-making methods based on normal random variables in supply chain risk management","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W4200530635","doi":"https://doi.org/10.2478/amns.2021.2.00061"},"language":"en","primary_location":{"id":"doi:10.2478/amns.2021.2.00061","doi":"https://doi.org/10.2478/amns.2021.2.00061","is_oa":true,"landing_page_url":"https://doi.org/10.2478/amns.2021.2.00061","pdf_url":"https://sciendo.com/pdf/10.2478/amns.2021.2.00061","source":{"id":"https://openalex.org/S4210209777","display_name":"Applied Mathematics and Nonlinear Sciences","issn_l":"2444-8656","issn":["2444-8656"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Mathematics and Nonlinear Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sciendo.com/pdf/10.2478/amns.2021.2.00061","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054037584","display_name":"Liye Zhang","orcid":"https://orcid.org/0000-0002-5270-7142","observed_orcids":["https://orcid.org/0000-0002-5270-7142"]},"institutions":[{"id":"https://openalex.org/I4405278498","display_name":"Henan University of Animal Husbandry and Economy","ror":"https://ror.org/004pt8s39","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405278498"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liye Zhang","raw_affiliation_strings":["School of Finance and Accounting , Henan University of Animal Husbandry and Economy , Zhengzhou , Henan , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Finance and Accounting , Henan University of Animal Husbandry and Economy , Zhengzhou , Henan , China","institution_ids":["https://openalex.org/I4405278498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059176776","display_name":"Adil O. Khadidos","orcid":"https://orcid.org/0000-0001-6854-6235","observed_orcids":["https://orcid.org/0000-0001-6854-6235"]},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Adil Omar Khadidos","raw_affiliation_strings":["Department of Information Technology, Faculty of Computing and Information Technology , King Abdulaziz University , Jeddah , Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing and Information Technology , King Abdulaziz University , Jeddah , Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032765646","display_name":"Radwan Alyan Kharabsheh","orcid":"https://orcid.org/0000-0002-8833-0551","observed_orcids":["https://orcid.org/0000-0002-8833-0551"]},"institutions":[{"id":"https://openalex.org/I4210163116","display_name":"Applied Science University","ror":"https://ror.org/059zrbe49","country_code":"BH","type":"education","lineage":["https://openalex.org/I4210163116"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Radwan Kharabsheh","raw_affiliation_strings":["Applied Science University , Al Eker , Kingdom of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Science University , Al Eker , Kingdom of Bahrain","institution_ids":["https://openalex.org/I4210163116"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054037584"],"corresponding_institution_ids":["https://openalex.org/I4405278498"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":0.4149,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62610324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"7","issue":"2","first_page":"373","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00019999999494757503,"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/T11734","display_name":"Decision Support System Applications","score":9.999999747378752e-05,"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-risk-management","display_name":"supply chain risk management","score":0.9259999990463257},{"id":"https://openalex.org/keywords/multi-criteria-group-decision-making","display_name":"multi-criteria group decision-making","score":0.906000018119812},{"id":"https://openalex.org/keywords/incomplete-weight-information","display_name":"incomplete weight information","score":0.906000018119812},{"id":"https://openalex.org/keywords/normal-random-variables","display_name":"normal random variables","score":0.6679999828338623}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7218153476715088},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.6469742059707642},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.637198805809021},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4915715157985687},{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.44935229420661926},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4462675154209137},{"id":"https://openalex.org/C141042865","wikidata":"https://www.wikidata.org/wiki/Q200125","display_name":"Expected value","level":2,"score":0.42524439096450806},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4112565517425537},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33486318588256836},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.13040652871131897},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/amns.2021.2.00061","doi":"https://doi.org/10.2478/amns.2021.2.00061","is_oa":true,"landing_page_url":"https://doi.org/10.2478/amns.2021.2.00061","pdf_url":"https://sciendo.com/pdf/10.2478/amns.2021.2.00061","source":{"id":"https://openalex.org/S4210209777","display_name":"Applied Mathematics and Nonlinear Sciences","issn_l":"2444-8656","issn":["2444-8656"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Mathematics and Nonlinear Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f349b3f049824a9d8ae4f8eabe59f963","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f349b3f049824a9d8ae4f8eabe59f963","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Mathematics and Nonlinear Sciences, Vol 7, Iss 2, Pp 373-382 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2478/amns.2021.2.00061","doi":"https://doi.org/10.2478/amns.2021.2.00061","is_oa":true,"landing_page_url":"https://doi.org/10.2478/amns.2021.2.00061","pdf_url":"https://sciendo.com/pdf/10.2478/amns.2021.2.00061","source":{"id":"https://openalex.org/S4210209777","display_name":"Applied Mathematics and Nonlinear Sciences","issn_l":"2444-8656","issn":["2444-8656"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Mathematics and Nonlinear Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200530635.pdf","grobid_xml":"https://content.openalex.org/works/W4200530635.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2323534713","https://openalex.org/W2894919183","https://openalex.org/W2912711975","https://openalex.org/W2954394215","https://openalex.org/W2969087492","https://openalex.org/W2969734624","https://openalex.org/W2977466202","https://openalex.org/W3006206473"],"related_works":["https://openalex.org/W2385850362","https://openalex.org/W2978595162","https://openalex.org/W2353217717","https://openalex.org/W3009737093","https://openalex.org/W2373200940","https://openalex.org/W2384803953","https://openalex.org/W3004640224","https://openalex.org/W2382329545","https://openalex.org/W4409541184","https://openalex.org/W2350009924"],"abstract_inverted_index":{"Abstract":[0],"For":[1],"the":[2,8,17,22,45,56,95,109,115,121,124,130],"multi-criteria":[3,68],"group":[4,69],"decision-making":[5],"problem":[6],"where":[7],"criterion":[9,92,101,111,118],"value":[10],"is":[11,20,78],"a":[12,67],"normal":[13,23,40,52,63,75],"interval":[14,24,41,53,64,76],"number":[15,25,42],"and":[16,26,55,66,87,113,132],"weight":[18],"information":[19,72],"incomplete,":[21],"its":[27],"compromise":[28,31,96],"expected":[29],"value,":[30],"mean":[32,97],"square":[33,98],"error,":[34],"algorithm,":[35],"weighted":[36,47,58],"arithmetic":[37],"average":[38,48,59],"of":[39,51,62,100,123,134],"(ININWAA)":[43],"Operator,":[44],"ordered":[46],"(ININOWA)":[49],"operator":[50,61,86,89],"numbers":[54,77],"mixed":[57],"(ININHA)":[60],"numbers,":[65],"with":[70],"incomplete":[71],"based":[73],"on":[74],"proposed.":[79],"Decision-making":[80],"methods.":[81],"This":[82],"method":[83],"uses":[84,94,114],"ININWAA":[85],"INNHA":[88],"to":[90,107,119],"integrate":[91],"values,":[93,102],"error":[99],"establishes":[103],"an":[104],"optimisation":[105],"model":[106],"solve":[108],"optimal":[110],"weights":[112],"expectation":[116],"variance":[117],"determine":[120],"order":[122],"schemes.":[125],"The":[126],"case":[127],"analysis":[128],"shows":[129],"effectiveness":[131],"feasibility":[133],"this":[135],"method.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-09-25T08:18:29.962427","created_date":"2021-12-31T00:00:00"}