{"id":"https://openalex.org/W2884811858","doi":"https://doi.org/10.3233/jifs-172128","title":"Modelling single-period inventory problem by distributionally robust fuzzy optimization method","display_name":"Modelling single-period inventory problem by distributionally robust fuzzy optimization method","publication_year":2018,"publication_date":"2018-07-12","ids":{"openalex":"https://openalex.org/W2884811858","doi":"https://doi.org/10.3233/jifs-172128","mag":"2884811858"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-172128","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-172128","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/A5101861890","display_name":"Zhaozhuang Guo","orcid":"https://orcid.org/0000-0003-2513-805X"},"institutions":[{"id":"https://openalex.org/I4210119087","display_name":"North China Institute of Aerospace Engineering","ror":"https://ror.org/02m7msy24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119087"]},{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaozhuang Guo","raw_affiliation_strings":["College of Management, Hebei University, Baoding, Hebei, China","Fundamental Science Department, North China Institute of Aerospace Engineering, Langfang, Hebei, China"],"affiliations":[{"raw_affiliation_string":"College of Management, Hebei University, Baoding, Hebei, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"Fundamental Science Department, North China Institute of Aerospace Engineering, Langfang, Hebei, China","institution_ids":["https://openalex.org/I4210119087"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yankui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yankui Liu","raw_affiliation_strings":["College of Management, Hebei University, Baoding, Hebei, China"],"affiliations":[{"raw_affiliation_string":"College of Management, Hebei University, Baoding, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101861890"],"corresponding_institution_ids":["https://openalex.org/I4210119087","https://openalex.org/I43337087"],"apc_list":null,"apc_paid":null,"fwci":2.4377,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90562468,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"35","issue":"1","first_page":"1007","last_page":"1019"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9990000128746033,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9983000159263611,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.7685807347297668},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7274185419082642},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5156835317611694},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150575637817383},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4760860502719879},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4475760757923126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32721424102783203},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07730486989021301}],"concepts":[{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.7685807347297668},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7274185419082642},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5156835317611694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150575637817383},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4760860502719879},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4475760757923126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32721424102783203},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07730486989021301},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-172128","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-172128","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":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W261483325","https://openalex.org/W1662545027","https://openalex.org/W1930362230","https://openalex.org/W1978540235","https://openalex.org/W1978780849","https://openalex.org/W1996721212","https://openalex.org/W2004845965","https://openalex.org/W2005676734","https://openalex.org/W2011179518","https://openalex.org/W2014332549","https://openalex.org/W2025584602","https://openalex.org/W2029054090","https://openalex.org/W2032770662","https://openalex.org/W2034124349","https://openalex.org/W2036417098","https://openalex.org/W2039235690","https://openalex.org/W2041015216","https://openalex.org/W2052974641","https://openalex.org/W2053741121","https://openalex.org/W2068833339","https://openalex.org/W2070624294","https://openalex.org/W2072438731","https://openalex.org/W2075652375","https://openalex.org/W2082144509","https://openalex.org/W2082160089","https://openalex.org/W2087111602","https://openalex.org/W2103736545","https://openalex.org/W2115452345","https://openalex.org/W2126309630","https://openalex.org/W2140065053","https://openalex.org/W2152439946","https://openalex.org/W2230057969","https://openalex.org/W2342716782","https://openalex.org/W2489169357","https://openalex.org/W2520621294","https://openalex.org/W2591093713","https://openalex.org/W2605244668","https://openalex.org/W2735186813","https://openalex.org/W2761414887","https://openalex.org/W2765520123","https://openalex.org/W2779937903","https://openalex.org/W2786613847","https://openalex.org/W4251616545","https://openalex.org/W4254975140"],"related_works":["https://openalex.org/W3005017983","https://openalex.org/W3212504317","https://openalex.org/W3149055374","https://openalex.org/W3182145356","https://openalex.org/W2216231335","https://openalex.org/W1988872022","https://openalex.org/W2053131036","https://openalex.org/W2224558845","https://openalex.org/W4386254288","https://openalex.org/W2058139875"],"abstract_inverted_index":{"In":[0],"uncertain":[1,15,65,125],"single-period":[2,59,131,138,191,203],"inventory":[3,60,132,139,165,175,192,204],"problem,":[4,61],"the":[5,12,40,64,94,115,119,123,136,144,148,157,169,173,185,208,213],"optimal":[6,187],"decision":[7,30],"often":[8],"depends":[9],"heavily":[10],"on":[11,93,114],"distribution":[13,22,41,76,81,97,109],"of":[14,46,85,122,172,211],"market":[16,66],"demand.":[17],"When":[18],"only":[19],"partial":[20],"demand":[21,67],"information":[23],"is":[24,27,49,68,91,128,181],"available,":[25],"it":[26,100],"important":[28],"for":[29,58,130],"makers":[31],"to":[32,37,50,106,168,183,189,206],"order":[33],"a":[34,52,103,177,201],"reliable":[35,104],"quantity":[36],"immunize":[38,107],"against":[39,108],"uncertainty.":[42,110],"The":[43,83],"main":[44],"contribution":[45],"this":[47,141],"paper":[48,142],"develop":[51],"new":[53],"distributionally":[54,87,215],"robust":[55,88,120,137,158,186,216],"optimization":[56,89,126,218],"method":[57,180],"in":[62],"which":[63],"characterized":[69],"by":[70],"generalized":[71],"parametric":[72],"interval-valued":[73],"(PIV)":[74],"possibility":[75],"and":[77,155],"its":[78,162],"associated":[79],"uncertainty":[80,96],"set.":[82],"formulation":[84],"our":[86,190],"model":[90],"based":[92],"proposed":[95,129,214],"set,":[98],"so":[99],"can":[101],"generate":[102],"solution":[105,188],"Under":[111],"two":[112],"assumptions":[113],"underlining":[116],"decision-making":[117],"environment,":[118],"counterpart":[121,159],"original":[124],"problem":[127,160,205],"problem.":[133,193],"To":[134],"solve":[135],"model,":[140],"discusses":[143],"computational":[145,196],"issue":[146],"about":[147,200],"infinitely":[149],"many":[150],"Lebesgue-Stieltjes":[151],"(L\u2013S)":[152],"integral":[153],"constraints":[154],"reformulates":[156],"as":[161],"equivalent":[163],"deterministic":[164,174],"sub-models.":[166],"According":[167],"structural":[170],"characteristics":[171],"sub-models,":[176],"domain":[178],"decomposition":[179],"designed":[182],"find":[184],"Finally,":[194],"some":[195],"results":[197],"are":[198],"reported":[199],"practical":[202],"show":[207],"primary":[209],"benefit":[210],"using":[212],"fuzzy":[217],"method.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
