{"id":"https://openalex.org/W4318701303","doi":"https://doi.org/10.3233/jifs-222804","title":"Intelligent decision support tool for optimizing stochastic inventory systems under uncertainty","display_name":"Intelligent decision support tool for optimizing stochastic inventory systems under uncertainty","publication_year":2023,"publication_date":"2023-01-31","ids":{"openalex":"https://openalex.org/W4318701303","doi":"https://doi.org/10.3233/jifs-222804"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-222804","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222804","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 & 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/A5056715076","display_name":"Le Ngoc Bao Long","orcid":"https://orcid.org/0000-0002-4588-2786"},"institutions":[{"id":"https://openalex.org/I197867492","display_name":"Korea Maritime and Ocean University","ror":"https://ror.org/01v7y5b55","country_code":"KR","type":"education","lineage":["https://openalex.org/I197867492"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Le Ngoc Bao Long","raw_affiliation_strings":["Department of Logistics, Korea Maritime and Ocean University, Busan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Logistics, Korea Maritime and Ocean University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I197867492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052684864","display_name":"Hwan\u2013Seong Kim","orcid":"https://orcid.org/0000-0002-5074-6623"},"institutions":[{"id":"https://openalex.org/I197867492","display_name":"Korea Maritime and Ocean University","ror":"https://ror.org/01v7y5b55","country_code":"KR","type":"education","lineage":["https://openalex.org/I197867492"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hwan-Seong Kim","raw_affiliation_strings":["Department of Logistics, Korea Maritime and Ocean University, Busan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Logistics, Korea Maritime and Ocean University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I197867492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084662215","display_name":"Truong Ngoc Cuong","orcid":"https://orcid.org/0000-0003-3338-0225"},"institutions":[{"id":"https://openalex.org/I197867492","display_name":"Korea Maritime and Ocean University","ror":"https://ror.org/01v7y5b55","country_code":"KR","type":"education","lineage":["https://openalex.org/I197867492"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Truong Ngoc Cuong","raw_affiliation_strings":["Department of Logistics, Korea Maritime and Ocean University, Busan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Logistics, Korea Maritime and Ocean University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I197867492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014349368","display_name":"Sam\u2013Sang You","orcid":"https://orcid.org/0000-0003-2660-4630"},"institutions":[{"id":"https://openalex.org/I197867492","display_name":"Korea Maritime and Ocean University","ror":"https://ror.org/01v7y5b55","country_code":"KR","type":"education","lineage":["https://openalex.org/I197867492"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sam-Sang You","raw_affiliation_strings":["Division of Mechanical Engineering, Korea Maritime and Ocean University, Busan, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Mechanical Engineering, Korea Maritime and Ocean University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I197867492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014349368"],"corresponding_institution_ids":["https://openalex.org/I197867492"],"apc_list":null,"apc_paid":null,"fwci":0.8533,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7643359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"44","issue":"4","first_page":"6609","last_page":"6629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9988999962806702,"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":0.9988999962806702,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9825999736785889,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9692999720573425,"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/inventory-control","display_name":"Inventory control","score":0.6643825173377991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6619435548782349},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.5871919989585876},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5393810868263245},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5379382371902466},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.513293445110321},{"id":"https://openalex.org/keywords/inventory-theory","display_name":"Inventory theory","score":0.4883584678173065},{"id":"https://openalex.org/keywords/pricing-strategies","display_name":"Pricing strategies","score":0.4523882567882538},{"id":"https://openalex.org/keywords/stochastic-control","display_name":"Stochastic control","score":0.44838663935661316},{"id":"https://openalex.org/keywords/dynamic-pricing","display_name":"Dynamic pricing","score":0.43833035230636597},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.35035040974617004},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2034834623336792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16314586997032166},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.1527569591999054}],"concepts":[{"id":"https://openalex.org/C117938511","wikidata":"https://www.wikidata.org/wiki/Q3634830","display_name":"Inventory control","level":2,"score":0.6643825173377991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619435548782349},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.5871919989585876},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5393810868263245},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5379382371902466},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.513293445110321},{"id":"https://openalex.org/C24373527","wikidata":"https://www.wikidata.org/wiki/Q252073","display_name":"Inventory theory","level":3,"score":0.4883584678173065},{"id":"https://openalex.org/C2780193402","wikidata":"https://www.wikidata.org/wiki/Q3394670","display_name":"Pricing strategies","level":2,"score":0.4523882567882538},{"id":"https://openalex.org/C170131372","wikidata":"https://www.wikidata.org/wiki/Q7617811","display_name":"Stochastic control","level":3,"score":0.44838663935661316},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.43833035230636597},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.35035040974617004},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2034834623336792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16314586997032166},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.1527569591999054},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-222804","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222804","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 & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1236199939","https://openalex.org/W1527859903","https://openalex.org/W1966796293","https://openalex.org/W1971335110","https://openalex.org/W1971964132","https://openalex.org/W1978415596","https://openalex.org/W1984988622","https://openalex.org/W2006072727","https://openalex.org/W2007734734","https://openalex.org/W2007871027","https://openalex.org/W2009334577","https://openalex.org/W2013488317","https://openalex.org/W2036362081","https://openalex.org/W2053249226","https://openalex.org/W2055809211","https://openalex.org/W2113442785","https://openalex.org/W2116756808","https://openalex.org/W2121808492","https://openalex.org/W2137704945","https://openalex.org/W2146267581","https://openalex.org/W2296645571","https://openalex.org/W2415527965","https://openalex.org/W2422768215","https://openalex.org/W2512815939","https://openalex.org/W2560465204","https://openalex.org/W2590676729","https://openalex.org/W2739036905","https://openalex.org/W2792149395","https://openalex.org/W2808372778","https://openalex.org/W3021277292","https://openalex.org/W3119051141","https://openalex.org/W3139484821","https://openalex.org/W3212797097","https://openalex.org/W4210401277","https://openalex.org/W4247397647","https://openalex.org/W4285492978","https://openalex.org/W6697387230","https://openalex.org/W6829098830"],"related_works":["https://openalex.org/W2166616483","https://openalex.org/W2474391410","https://openalex.org/W2194333820","https://openalex.org/W2761217850","https://openalex.org/W2736288359","https://openalex.org/W1979847684","https://openalex.org/W2362087874","https://openalex.org/W2063060112","https://openalex.org/W2127655346","https://openalex.org/W4388979845"],"abstract_inverted_index":{"Pricing":[0],"and":[1,23,47,81,107,142,159],"production":[2,24,48,82,108,160,225],"policies":[3,49,216],"play":[4],"a":[5,73,210],"key":[6],"role":[7],"in":[8,35,77],"ensuring":[9],"the":[10,21,36,42,63,79,104,113,139,146,149,152,156,175,187,191,200],"added":[11],"value":[12],"of":[13,44,62,148,151,163,174,189,202],"supply":[14],"chain":[15],"systems.":[16],"For":[17],"perishable":[18,57],"inventory":[19,54,64,167,192,215],"management,":[20],"pricing":[22,46,106,158],"lines":[25],"must":[26],"be":[27],"manipulated":[28],"dynamically":[29],"since":[30],"several":[31],"uncertainties":[32],"are":[33,84],"involved":[34],"system\u2019s":[37],"behavior.":[38],"This":[39,205],"study":[40],"discusses":[41],"impact":[43],"dynamic":[45,157],"on":[50],"an":[51,97,122,164,195],"uncertain":[52,165],"stochastic":[53,166],"system":[55,66,168],"with":[56,212,224],"products.":[58],"The":[59,116,172],"mathematical":[60],"model":[61],"management":[65,161,206,226],"under":[67,180],"external":[68],"disturbance":[69,118],"is":[70,94],"formulated":[71],"using":[72,112,121],"continuous":[74],"differential":[75],"equation":[76],"which":[78,93,185],"price":[80],"rates":[83],"considered":[85],"as":[86,96],"control":[87],"factors":[88],"to":[89,137,198,221],"optimize":[90],"total":[91],"profits,":[92],"described":[95],"objective":[98],"function.":[99],"An":[100],"analytical":[101],"solution":[102],"for":[103,155,214],"optimal":[105,196],"rate":[109],"was":[110,119,178],"obtained":[111],"Hamilton-Jacobi-Bellman":[114],"equation.":[115],"unknown":[117,153],"approximated":[120],"intelligent":[123],"approach":[124],"called":[125],"radial":[126],"basis":[127],"function":[128],"neural":[129],"network.":[130],"Finally,":[131],"extensive":[132],"numerical":[133],"simulations":[134],"were":[135],"presented":[136],"validate":[138],"theoretical":[140],"results":[141],"optimization":[143],"solutions":[144,213],"(including":[145],"efficiency":[147],"approximation":[150],"disturbance)":[154],"strategy":[162,207],"against":[169],"volatile":[170],"markets.":[171],"performance":[173],"proposed":[176],"method":[177],"analyzed":[179],"different":[181],"stock":[182],"level":[183],"conditions,":[184],"highlighted":[186],"importance":[188],"keeping":[190],"levels":[193],"at":[194],"range":[197],"ensure":[199],"profitability":[201],"business":[203,211],"operations.":[204],"can":[208],"assist":[209],"while":[217],"supporting":[218],"decision-making":[219],"processes":[220],"facilitate":[222],"coping":[223],"disruptions.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}