{"id":"https://openalex.org/W4224028717","doi":"https://doi.org/10.3390/jtaer17020025","title":"A Hybrid Metaheuristic for the Omnichannel Multiproduct Inventory Replenishment Problem","display_name":"A Hybrid Metaheuristic for the Omnichannel Multiproduct Inventory Replenishment Problem","publication_year":2022,"publication_date":"2022-04-15","ids":{"openalex":"https://openalex.org/W4224028717","doi":"https://doi.org/10.3390/jtaer17020025"},"language":"en","primary_location":{"id":"doi:10.3390/jtaer17020025","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer17020025","pdf_url":"https://www.mdpi.com/0718-1876/17/2/25/pdf?version=1650014554","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/0718-1876/17/2/25/pdf?version=1650014554","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031584071","display_name":"Antonio Lorenzo-Espejo","orcid":"https://orcid.org/0000-0002-0404-5594"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Lorenzo-Espejo","raw_affiliation_strings":["Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035064260","display_name":"Jes\u00fas Mu\u00f1uzuri","orcid":"https://orcid.org/0000-0001-5784-4165"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Mu\u00f1uzuri","raw_affiliation_strings":["Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089409240","display_name":"Jos\u00e9 Guadix Mart\u00edn","orcid":"https://orcid.org/0000-0002-3221-5095"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Guadix","raw_affiliation_strings":["Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071828574","display_name":"Alejandro Escudero-Santana","orcid":"https://orcid.org/0000-0002-9490-1402"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Escudero-Santana","raw_affiliation_strings":["Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Organizaci\u00f3n Industrial y Gesti\u00f3n de Empresas II, Universidad de Sevilla, 41092 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031584071","https://openalex.org/A5089409240"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1082},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1082},"fwci":1.8536,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86823691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":"2","first_page":"476","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9965000152587891,"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":0.9965000152587891,"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/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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":0.9868999719619751,"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/omnichannel","display_name":"Omnichannel","score":0.9276019334793091},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.7036041021347046},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6981353759765625},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6518198847770691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220033168792725},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5389092564582825},{"id":"https://openalex.org/keywords/fast-fashion","display_name":"Fast fashion","score":0.5171326994895935},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5049422383308411},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.48917391896247864},{"id":"https://openalex.org/keywords/lead-time","display_name":"Lead time","score":0.43295007944107056},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4302639961242676},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3446342647075653},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33852845430374146},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.21501076221466064},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19225510954856873},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12505099177360535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11237585544586182},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11140763759613037},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10196983814239502},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.08046260476112366}],"concepts":[{"id":"https://openalex.org/C2780928776","wikidata":"https://www.wikidata.org/wiki/Q16999365","display_name":"Omnichannel","level":2,"score":0.9276019334793091},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7036041021347046},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6981353759765625},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6518198847770691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220033168792725},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5389092564582825},{"id":"https://openalex.org/C2779611367","wikidata":"https://www.wikidata.org/wiki/Q3231404","display_name":"Fast fashion","level":3,"score":0.5171326994895935},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5049422383308411},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.48917391896247864},{"id":"https://openalex.org/C2781468064","wikidata":"https://www.wikidata.org/wiki/Q1267117","display_name":"Lead time","level":2,"score":0.43295007944107056},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4302639961242676},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3446342647075653},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33852845430374146},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.21501076221466064},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19225510954856873},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12505099177360535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11237585544586182},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11140763759613037},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10196983814239502},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.08046260476112366},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/jtaer17020025","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer17020025","pdf_url":"https://www.mdpi.com/0718-1876/17/2/25/pdf?version=1650014554","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:df0d0673f05a4b70beb79135bb78cc7a","is_oa":true,"landing_page_url":"https://doaj.org/article/df0d0673f05a4b70beb79135bb78cc7a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research, Vol 17, Iss 2, Pp 476-492 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/0718-1876/17/2/25/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/jtaer17020025","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research; Volume 17; Issue 2; Pages: 476-492","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jtaer17020025","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer17020025","pdf_url":"https://www.mdpi.com/0718-1876/17/2/25/pdf?version=1650014554","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224028717.pdf","grobid_xml":"https://content.openalex.org/works/W4224028717.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W178407265","https://openalex.org/W1254644552","https://openalex.org/W1894278669","https://openalex.org/W1970495881","https://openalex.org/W1972947773","https://openalex.org/W1976442023","https://openalex.org/W1988455416","https://openalex.org/W2017167557","https://openalex.org/W2039493650","https://openalex.org/W2055715466","https://openalex.org/W2062737035","https://openalex.org/W2064400708","https://openalex.org/W2064506786","https://openalex.org/W2079249202","https://openalex.org/W2079305564","https://openalex.org/W2081442445","https://openalex.org/W2090138344","https://openalex.org/W2117764719","https://openalex.org/W2119054106","https://openalex.org/W2121266360","https://openalex.org/W2159390205","https://openalex.org/W2260123164","https://openalex.org/W2401494627","https://openalex.org/W2471948036","https://openalex.org/W2511161587","https://openalex.org/W2518899761","https://openalex.org/W2592644734","https://openalex.org/W2784223617","https://openalex.org/W2901462862","https://openalex.org/W2921963599","https://openalex.org/W2949731290","https://openalex.org/W2969572631","https://openalex.org/W2973840889","https://openalex.org/W2994719750","https://openalex.org/W2994774856","https://openalex.org/W2999347107","https://openalex.org/W3082043861","https://openalex.org/W3097675561","https://openalex.org/W3121634375","https://openalex.org/W3122351755","https://openalex.org/W3163055701","https://openalex.org/W3166321007","https://openalex.org/W4200095883","https://openalex.org/W4200173384","https://openalex.org/W6692961103","https://openalex.org/W6712873243","https://openalex.org/W6726929584","https://openalex.org/W6763710899"],"related_works":["https://openalex.org/W2980990555","https://openalex.org/W3135982213","https://openalex.org/W2998507867","https://openalex.org/W1939200287","https://openalex.org/W2082305040","https://openalex.org/W4381955380","https://openalex.org/W2169954640","https://openalex.org/W150166259","https://openalex.org/W1967228184","https://openalex.org/W3105816498"],"abstract_inverted_index":{"In":[0,84],"the":[1,5,18,76,81,87,119,122,149,156],"current":[2],"paradigm":[3],"for":[4,60,98,135],"retail":[6],"industry,":[7],"which":[8],"is":[9,43],"experiencing":[10],"a":[11,25,44,54,61,68,115,145],"rapid":[12],"evolution,":[13],"especially":[14],"in":[15,24,72,161],"textile":[16],"companies,":[17],"generic":[19],"problem":[20],"of":[21,31,64,70,78,80,89,121,158],"product":[22,141],"allocation":[23],"distribution":[26],"and":[27,35,101,111,127,140,155],"supply":[28],"chain":[29],"consisting":[30],"one":[32],"main":[33],"warehouse":[34,58],"several":[36],"locations,":[37],"belonging":[38],"to":[39,74,94,113],"different":[40,136],"sales":[41,137],"channels,":[42],"challenge.":[45],"The":[46],"omnichannel":[47],"replenishment":[48,97],"process":[49],"focuses":[50],"on":[51,67],"dynamically":[52],"optimizing":[53],"shop":[55],"or":[56],"intermediate":[57],"inventory":[59,96],"wide":[62],"range":[63],"products":[65,102],"based":[66],"forecast":[69],"sales,":[71],"order":[73],"fulfill":[75],"demand":[77],"all":[79],"channels":[82,100,139],"considered.":[83],"this":[85,90],"context,":[86],"aims":[88],"work":[91],"were":[92],"(a)":[93],"optimize":[95],"multiple":[99],"that":[103,117],"are":[104,153],"not":[105],"perishable":[106],"but":[107],"devalue":[108],"over":[109],"time,":[110],"(b)":[112],"implement":[114],"methodology":[116],"combines":[118],"benefits":[120],"Particle":[123],"Swarm":[124],"Optimization":[125],"metaheuristic":[126],"Simulated":[128],"Annealing.":[129],"This":[130],"study":[131],"was":[132],"carried":[133],"out":[134],"periods,":[138],"configurations":[142],"by":[143],"performing":[144],"sensitivity":[146],"analysis":[147],"between":[148],"way":[150],"new":[151],"solutions":[152],"updated":[154],"degree":[157],"intensification":[159],"used":[160],"local":[162],"search.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2022-04-19T00:00:00"}