{"id":"https://openalex.org/W2909447239","doi":"https://doi.org/10.1080/01605682.2018.1501460","title":"A stochastic model for better planning of product flow in retail supply chains","display_name":"A stochastic model for better planning of product flow in retail supply chains","publication_year":2019,"publication_date":"2019-01-20","ids":{"openalex":"https://openalex.org/W2909447239","doi":"https://doi.org/10.1080/01605682.2018.1501460","mag":"2909447239"},"language":"en","primary_location":{"id":"doi:10.1080/01605682.2018.1501460","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2018.1501460","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","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/A5071806647","display_name":"Tea Vizinger","orcid":"https://orcid.org/0000-0003-1539-9600"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Tea Vizinger","raw_affiliation_strings":["Faculty of Logistics, University of Maribor, Celje, Slovenia;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Logistics, University of Maribor, Celje, Slovenia;","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089379545","display_name":"Janez \u017derovnik","orcid":"https://orcid.org/0000-0002-6041-1106"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]},{"id":"https://openalex.org/I4210106342","display_name":"Institute of Mathematics, Physics, and Mechanics","ror":"https://ror.org/01eb3qa50","country_code":"SI","type":"facility","lineage":["https://openalex.org/I4210106342"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Janez \u017derovnik","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Ljubljana, and Institute of Mathematics, Physics and Mechanics, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Ljubljana, and Institute of Mathematics, Physics and Mechanics, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015","https://openalex.org/I4210106342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071806647"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":1.3729,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83482331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"70","issue":"11","first_page":"1900","last_page":"1914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9977999925613403,"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":0.9977999925613403,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/perishability","display_name":"Perishability","score":0.8456207513809204},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6791678667068481},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6546273827552795},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5941659212112427},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5587323904037476},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5003340244293213},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4417306184768677},{"id":"https://openalex.org/keywords/service-level","display_name":"Service level","score":0.42283183336257935},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3514403998851776},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20729324221611023},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.20049282908439636},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.14220568537712097},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13001593947410583}],"concepts":[{"id":"https://openalex.org/C182777845","wikidata":"https://www.wikidata.org/wiki/Q7168767","display_name":"Perishability","level":2,"score":0.8456207513809204},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6791678667068481},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6546273827552795},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5941659212112427},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5587323904037476},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5003340244293213},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4417306184768677},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.42283183336257935},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3514403998851776},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20729324221611023},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20049282908439636},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.14220568537712097},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13001593947410583},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/01605682.2018.1501460","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2018.1501460","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjorxx:v:70:y:2019:i:11:p:1900-1914","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/01605682.2018.1501460","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,"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W23586809","https://openalex.org/W580537725","https://openalex.org/W604707129","https://openalex.org/W1541527977","https://openalex.org/W1993598851","https://openalex.org/W1995342995","https://openalex.org/W2002636985","https://openalex.org/W2004115473","https://openalex.org/W2027606673","https://openalex.org/W2032448387","https://openalex.org/W2032770662","https://openalex.org/W2038597047","https://openalex.org/W2052728766","https://openalex.org/W2058955831","https://openalex.org/W2071630516","https://openalex.org/W2073148837","https://openalex.org/W2086861051","https://openalex.org/W2272021192","https://openalex.org/W2282282339","https://openalex.org/W2339500526","https://openalex.org/W2476024535","https://openalex.org/W2490581532","https://openalex.org/W2506275749","https://openalex.org/W2600086369","https://openalex.org/W4212899374","https://openalex.org/W4247165901"],"related_works":["https://openalex.org/W2994680121","https://openalex.org/W4243396232","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W3043016799","https://openalex.org/W2535281349","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W2477045221","https://openalex.org/W2088723007"],"abstract_inverted_index":{"Retail":[0],"supply":[1,104],"chains":[2],"operate":[3],"in":[4,16,121],"a":[5,61,80,91,110,125,139,173],"constantly":[6],"changing":[7],"environment":[8],"and":[9,23,26,114,152,160],"need":[10],"to":[11,13,18,31,33,59,79,89,123,145],"adapt":[12],"different":[14],"situations":[15],"order":[17,58,122],"increase":[19],"their":[20],"reliability,":[21],"flexibility":[22],"convenience.":[24],"Holding":[25],"transportation":[27],"costs":[28,193],"can":[29,118,196],"amount":[30],"up":[32],"40":[34],"per":[35],"cent":[36],"of":[37,46,112,150,157,163,185,192],"the":[38,43,136,148,155,161,183,186,189],"product":[39],"value,":[40],"so":[41],"that":[42,170,182],"proper":[44],"coordination":[45],"interrelated":[47],"activities":[48],"plays":[49],"an":[50],"essential":[51],"role":[52],"when":[53],"managing":[54],"retail":[55],"flows.":[56],"In":[57],"provide":[60],"relevant":[62],"model":[63,82],"we":[64],"first":[65],"focus":[66],"on":[67,135],"future":[68],"demand":[69,137],"satisfaction,":[70],"whereas":[71],"pricing":[72],"policies,":[73],"perishability":[74],"factors,":[75],"etc.,":[76],"are":[77],"subjected":[78],"complementary":[81],"for":[83],"operative":[84],"planning.":[85],"The":[86,106,167],"idea":[87],"is":[88,130,143,172,194],"obtain":[90],"preferable":[92],"distribution":[93,98,127],"plan":[94,128],"with":[95,147],"minimal":[96,103],"expected":[97],"costs,":[99,154],"as":[100,102],"well":[101,200],"risks.":[105],"used":[107,120],"methodology":[108],"produces":[109],"set":[111],"solutions":[113],"quality":[115],"estimates":[116],"which":[117,129],"be":[119,197],"find":[124],"desired":[126],"near-optimal.":[131],"While":[132],"considering":[133],"stochasticity":[134],"side,":[138],"multi-objective":[140],"optimisation":[141,168],"approach":[142],"introduced":[144],"cope":[146],"minimisation":[149,156],"transport":[151],"warehouse":[153],"overstocking":[158],"effects":[159],"maximisation":[162],"customer\u2019s":[164],"service":[165],"level.":[166],"problem":[169,187],"arises":[171],"computationally":[174],"hard":[175],"problem.":[176],"A":[177],"computational":[178],"experiment":[179],"has":[180],"shown":[181],"version":[184],"where":[188],"weighted":[190],"sum":[191],"minimised":[195],"handled":[198],"sufficiently":[199],"by":[201],"some":[202],"well-known":[203],"simple":[204],"heuristics.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
