{"id":"https://openalex.org/W4387747434","doi":"https://doi.org/10.1016/j.eswa.2023.122179","title":"Surrogate-assisted evolutionary optimization for perishable inventory management in multi-echelon distribution systems","display_name":"Surrogate-assisted evolutionary optimization for perishable inventory management in multi-echelon distribution systems","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4387747434","doi":"https://doi.org/10.1016/j.eswa.2023.122179"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2023.122179","doi":"https://doi.org/10.1016/j.eswa.2023.122179","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.122179","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"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/A5028291488","display_name":"Ziang Liu","orcid":"https://orcid.org/0000-0002-1364-3502","observed_orcids":["https://orcid.org/0000-0002-1364-3502"]},"institutions":[{"id":"https://openalex.org/I163770644","display_name":"Okayama University","ror":"https://ror.org/02pc6pc55","country_code":"JP","type":"education","lineage":["https://openalex.org/I163770644"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ziang Liu","raw_affiliation_strings":["Faculty of Natural Science and Technology, Okayama University, 3-1-1 Tsushima-naka, Kita-ku, Okayama City, Okayama 700-8530, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1364-3502","affiliations":[{"raw_affiliation_string":"Faculty of Natural Science and Technology, Okayama University, 3-1-1 Tsushima-naka, Kita-ku, Okayama City, Okayama 700-8530, Japan","institution_ids":["https://openalex.org/I163770644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033193171","display_name":"Tatsushi Nishi","orcid":"https://orcid.org/0000-0003-1354-3939","observed_orcids":["https://orcid.org/0000-0003-1354-3939"]},"institutions":[{"id":"https://openalex.org/I163770644","display_name":"Okayama University","ror":"https://ror.org/02pc6pc55","country_code":"JP","type":"education","lineage":["https://openalex.org/I163770644"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsushi Nishi","raw_affiliation_strings":["Faculty of Natural Science and Technology, Okayama University, 3-1-1 Tsushima-naka, Kita-ku, Okayama City, Okayama 700-8530, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1354-3939","affiliations":[{"raw_affiliation_string":"Faculty of Natural Science and Technology, Okayama University, 3-1-1 Tsushima-naka, Kita-ku, Okayama City, Okayama 700-8530, Japan","institution_ids":["https://openalex.org/I163770644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5028291488"],"corresponding_institution_ids":["https://openalex.org/I163770644"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":4.0248,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.93727078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"238","issue":null,"first_page":"122179","last_page":"122179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.586899995803833,"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":0.586899995803833,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.1688999980688095,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.1185000017285347,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/surrogate-based-optimization","display_name":"surrogate-based optimization","score":0.925000011920929},{"id":"https://openalex.org/keywords/perishable-inventory-management","display_name":"perishable inventory management","score":0.859000027179718},{"id":"https://openalex.org/keywords/inventory-policy-optimization","display_name":"inventory policy optimization","score":0.7160000205039978},{"id":"https://openalex.org/keywords/random-forest-surrogate-model","display_name":"random forest surrogate model","score":0.9190000295639038},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9580000042915344},{"id":"https://openalex.org/keywords/supply-chain-simulation","display_name":"supply chain simulation","score":0.7839999794960022}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.8402491807937622},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.7204856276512146},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.720373272895813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7014349699020386},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6758655309677124},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6738901734352112},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5622116923332214},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5439969301223755},{"id":"https://openalex.org/C101219045","wikidata":"https://www.wikidata.org/wiki/Q10859646","display_name":"Imperialist competitive algorithm","level":4,"score":0.4114646315574646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3631632924079895},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.3442227840423584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26848775148391724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24089768528938293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2152772843837738}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2023.122179","doi":"https://doi.org/10.1016/j.eswa.2023.122179","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.122179","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/15","score":0.6200000047683716,"display_name":"Life on land"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2170751456","display_name":null,"funder_award_id":"JP22H01714","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G240219541","display_name":"Developing explainable decision support systems for inventory management using deep reinforcement learning","funder_award_id":"23K13514","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7855628095","display_name":"Development of Data-Driven Optimization Fundamentals for Supply Chains Using Dynamic Model Construction Platform","funder_award_id":"23K22983","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W7619917","https://openalex.org/W1595159159","https://openalex.org/W1982434302","https://openalex.org/W2011174137","https://openalex.org/W2035113337","https://openalex.org/W2039117695","https://openalex.org/W2042253843","https://openalex.org/W2050655455","https://openalex.org/W2059369401","https://openalex.org/W2079249202","https://openalex.org/W2112036188","https://openalex.org/W2144051602","https://openalex.org/W2147323104","https://openalex.org/W2152195021","https://openalex.org/W2155529731","https://openalex.org/W2165299997","https://openalex.org/W2269494378","https://openalex.org/W2314653156","https://openalex.org/W2502317260","https://openalex.org/W2517256619","https://openalex.org/W2573137292","https://openalex.org/W2586846315","https://openalex.org/W2786563204","https://openalex.org/W2786582349","https://openalex.org/W2792467244","https://openalex.org/W2792537208","https://openalex.org/W2798166388","https://openalex.org/W2800421264","https://openalex.org/W2891186800","https://openalex.org/W2893066337","https://openalex.org/W2895700336","https://openalex.org/W2897177582","https://openalex.org/W2919979744","https://openalex.org/W2977887616","https://openalex.org/W2991126074","https://openalex.org/W3006746595","https://openalex.org/W3011196596","https://openalex.org/W3012109984","https://openalex.org/W3014974411","https://openalex.org/W3018513316","https://openalex.org/W3043438787","https://openalex.org/W3045492869","https://openalex.org/W3083032049","https://openalex.org/W3103594098","https://openalex.org/W3121256045","https://openalex.org/W3134604425","https://openalex.org/W3153328918","https://openalex.org/W3154719286","https://openalex.org/W3169902780","https://openalex.org/W3174303509","https://openalex.org/W3174366178","https://openalex.org/W3175427330","https://openalex.org/W3187012789","https://openalex.org/W3205338105","https://openalex.org/W3206920343","https://openalex.org/W3209078210","https://openalex.org/W3210556606","https://openalex.org/W4206081481","https://openalex.org/W4206463993","https://openalex.org/W4212854810","https://openalex.org/W4214877093","https://openalex.org/W4223920174","https://openalex.org/W4285218380","https://openalex.org/W4286268189","https://openalex.org/W4289745716","https://openalex.org/W4308067707","https://openalex.org/W4309149523","https://openalex.org/W4313655778","https://openalex.org/W4320487090","https://openalex.org/W4385701844","https://openalex.org/W6968630252"],"related_works":["https://openalex.org/W4401413914","https://openalex.org/W2074476617","https://openalex.org/W3092185492","https://openalex.org/W1778533647","https://openalex.org/W1982434302","https://openalex.org/W1544440171","https://openalex.org/W1489731207","https://openalex.org/W7207869486","https://openalex.org/W139614012","https://openalex.org/W2054718959"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-10-19T00:00:00"}
