{"id":"https://openalex.org/W2735186813","doi":"https://doi.org/10.3233/jifs-16372","title":"Demand uncertainty and learning in fuzziness in a continuous review inventory model","display_name":"Demand uncertainty and learning in fuzziness in a continuous review inventory model","publication_year":2017,"publication_date":"2017-07-11","ids":{"openalex":"https://openalex.org/W2735186813","doi":"https://doi.org/10.3233/jifs-16372","mag":"2735186813"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-16372","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-16372","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5081870276","display_name":"Hardik N. Soni","orcid":"https://orcid.org/0000-0001-5247-0379"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hardik N. Soni","raw_affiliation_strings":["Chimanbhai Patel Post Graduate Institute of Computer Applications, Ahmedabad, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chimanbhai Patel Post Graduate Institute of Computer Applications, Ahmedabad, Gujarat, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068681964","display_name":"Biswajit Sarkar","orcid":"https://orcid.org/0000-0002-6583-8416"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Biswajit Sarkar","raw_affiliation_strings":["Department of Industrial and Management Engineering, Hanyang University, Ansan Gyeonggi-do, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Management Engineering, Hanyang University, Ansan Gyeonggi-do, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071449286","display_name":"Manisha Joshi","orcid":"https://orcid.org/0000-0003-4838-5686"},"institutions":[{"id":"https://openalex.org/I333550923","display_name":"Kadi Sarva Vishwavidyalaya","ror":"https://ror.org/05edrtk54","country_code":"IN","type":"education","lineage":["https://openalex.org/I333550923"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manisha Joshi","raw_affiliation_strings":["Sh Maneklal M. Patel Institute of Sciences and Research, Kadi Sarva Vishwavidyalaya, Gandhinagar, Gujarat, India","Email:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sh Maneklal M. Patel Institute of Sciences and Research, Kadi Sarva Vishwavidyalaya, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I333550923"]},{"raw_affiliation_string":"Email:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068681964"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":3.8719,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93380509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"33","issue":"4","first_page":"2595","last_page":"2608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9922999739646912,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6785624623298645},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.6409521698951721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5806309580802917},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5518348217010498},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.521436870098114},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.49282458424568176},{"id":"https://openalex.org/keywords/fuzzy-transportation","display_name":"Fuzzy transportation","score":0.45576155185699463},{"id":"https://openalex.org/keywords/lead-time","display_name":"Lead time","score":0.44756072759628296},{"id":"https://openalex.org/keywords/convexity","display_name":"Convexity","score":0.4354766607284546},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4221068024635315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4096042811870575},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.33212530612945557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32906845211982727},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.22227680683135986},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14820677042007446}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6785624623298645},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.6409521698951721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5806309580802917},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5518348217010498},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.521436870098114},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.49282458424568176},{"id":"https://openalex.org/C21214244","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy transportation","level":5,"score":0.45576155185699463},{"id":"https://openalex.org/C2781468064","wikidata":"https://www.wikidata.org/wiki/Q1267117","display_name":"Lead time","level":2,"score":0.44756072759628296},{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.4354766607284546},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4221068024635315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4096042811870575},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.33212530612945557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32906845211982727},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.22227680683135986},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14820677042007446},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-16372","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-16372","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W636273094","https://openalex.org/W1513004135","https://openalex.org/W1576373160","https://openalex.org/W1662545027","https://openalex.org/W1965266366","https://openalex.org/W1968113078","https://openalex.org/W1978540235","https://openalex.org/W1992623596","https://openalex.org/W2011678935","https://openalex.org/W2013585836","https://openalex.org/W2032937108","https://openalex.org/W2035264122","https://openalex.org/W2041976271","https://openalex.org/W2043742376","https://openalex.org/W2044204957","https://openalex.org/W2057412382","https://openalex.org/W2068762186","https://openalex.org/W2075183668","https://openalex.org/W2077896848","https://openalex.org/W2079438596","https://openalex.org/W2080071569","https://openalex.org/W2084552861","https://openalex.org/W2093514638","https://openalex.org/W2095469192","https://openalex.org/W2108349445","https://openalex.org/W2112676416","https://openalex.org/W2125230951","https://openalex.org/W2148083797","https://openalex.org/W2170482918","https://openalex.org/W2171928403","https://openalex.org/W2278345854","https://openalex.org/W2278738422","https://openalex.org/W2297500002","https://openalex.org/W6685311665"],"related_works":["https://openalex.org/W2773005380","https://openalex.org/W2060361571","https://openalex.org/W4388451300","https://openalex.org/W154865872","https://openalex.org/W1879432897","https://openalex.org/W3092587919","https://openalex.org/W1970287099","https://openalex.org/W2989705030","https://openalex.org/W2981371066","https://openalex.org/W2741782745"],"abstract_inverted_index":{"This":[0,63],"paper":[1],"presents":[2],"a":[3,105,108,127],"continuous":[4,140],"review":[5,141],"inventory":[6,73,142],"model":[7,103,135],"with":[8,13,57,138,144,147,164],"backorders":[9],"and":[10,16,75,88,96,107,117],"lost":[11],"sales":[12],"fuzzy":[14,27,31,41,54,91,145,182],"demand":[15,22,146],"learning":[17,61,150,156,180],"considerations.":[18],"The":[19,29,130,184],"imprecision":[20,50],"in":[21,86,158,181],"is":[23,46,153,191],"characterized":[24],"by":[25,52],"triangular":[26,30],"numbers.":[28],"numbers,":[32],"counts":[33],"upon":[34],"lead":[35,42],"time,":[36],"are":[37,136,172],"used":[38],"to":[39,93,111,174],"construct":[40],"time":[43,58],"demand.":[44],"It":[45,152],"assumed":[47],"that":[48,65,121,155],"the":[49,66,72,80,90,101,113,122,133,139,161,165,176,187],"captured":[51],"these":[53,99],"numbers":[55],"reduce":[56,94],"because":[59],"of":[60,115,132,178,186],"effect.":[62,151],"implies":[64],"decision":[67,166],"maker":[68],"gathers":[69],"information":[70],"about":[71],"system":[74,143],"builds":[76],"up":[77],"knowledge":[78],"from":[79],"previous":[81],"shipments.":[82],"Learning":[83],"process":[84],"occurs":[85],"setting":[87],"estimating":[89],"parameters":[92],"errors":[95],"costs.":[97],"Under":[98],"considerations,":[100],"proposed":[102,134],"offers":[104],"policy":[106],"solution":[109],"algorithm":[110],"calculate":[112],"number":[114],"orders":[116],"reorder":[118],"level":[119],"such":[120],"total":[123,188],"annual":[124],"cost":[125,189],"attains":[126],"minimum":[128],"value.":[129],"results":[131],"compared":[137],"or":[148],"without":[149],"shown":[154],"effect":[157],"fuzziness":[159],"reduces":[160],"ambiguity":[162],"associated":[163],"making":[167],"process.":[168],"Finally,":[169],"numerical":[170],"examples":[171],"provided":[173],"illustrate":[175],"importance":[177],"using":[179],"model.":[183],"convexity":[185],"function":[190],"also":[192],"proved.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
