{"id":"https://openalex.org/W4415823481","doi":"https://doi.org/10.1080/00207543.2025.2581853","title":"A meta-learning framework for cross-domain order scheduling in intelligent warehouses","display_name":"A meta-learning framework for cross-domain order scheduling in intelligent warehouses","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4415823481","doi":"https://doi.org/10.1080/00207543.2025.2581853"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2025.2581853","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2581853","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5100634082","display_name":"Honglin Zhang","orcid":"https://orcid.org/0000-0002-7640-0313"},"institutions":[{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]},{"id":"https://openalex.org/I4210109718","display_name":"Shandong Transportation Research Institute","ror":"https://ror.org/01wcts620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109718"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Honglin Zhang","raw_affiliation_strings":["Shandong Jiaotong University","Shandong Provincial Key Laboratory of Intelligent Transportation"],"raw_orcid":"https://orcid.org/0000-0002-7640-0313","affiliations":[{"raw_affiliation_string":"Shandong Jiaotong University","institution_ids":["https://openalex.org/I4210099312"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Intelligent Transportation","institution_ids":["https://openalex.org/I4210109718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071688010","display_name":"Jianling Chen","orcid":"https://orcid.org/0000-0002-7898-4666"},"institutions":[{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]},{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]},{"id":"https://openalex.org/I4210109718","display_name":"Shandong Transportation Research Institute","ror":"https://ror.org/01wcts620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109718"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianling Chen","raw_affiliation_strings":["Shandong Jiaotong University","Shandong Management University","Shandong Provincial Key Laboratory of Intelligent Transportation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Jiaotong University","institution_ids":["https://openalex.org/I4210099312"]},{"raw_affiliation_string":"Shandong Management University","institution_ids":["https://openalex.org/I4210097214"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Intelligent Transportation","institution_ids":["https://openalex.org/I4210109718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082562869","display_name":"Jinqi Ren","orcid":"https://orcid.org/0000-0002-5109-2828"},"institutions":[{"id":"https://openalex.org/I4210093776","display_name":"DHC Software (China)","ror":"https://ror.org/00kn8e190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Ren","raw_affiliation_strings":["Inspur Software Group Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inspur Software Group Co., Ltd","institution_ids":["https://openalex.org/I4210093776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101923704","display_name":"Ying Zhao","orcid":"https://orcid.org/0000-0002-1853-7696"},"institutions":[{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]},{"id":"https://openalex.org/I4210109718","display_name":"Shandong Transportation Research Institute","ror":"https://ror.org/01wcts620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109718"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhao","raw_affiliation_strings":["Shandong Jiaotong University","Shandong Provincial Key Laboratory of Intelligent Transportation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Jiaotong University","institution_ids":["https://openalex.org/I4210099312"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Intelligent Transportation","institution_ids":["https://openalex.org/I4210109718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102725723","display_name":"Yanyan Wang","orcid":"https://orcid.org/0000-0002-3228-3274"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Wang","raw_affiliation_strings":["Shandong University"],"raw_orcid":"https://orcid.org/0000-0002-3228-3274","affiliations":[{"raw_affiliation_string":"Shandong University","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394869","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0002-2016-5609"},"institutions":[{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]},{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]},{"id":"https://openalex.org/I4210109718","display_name":"Shandong Transportation Research Institute","ror":"https://ror.org/01wcts620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109718"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Shandong Jiaotong University","Shandong Management University","Shandong Provincial Key Laboratory of Intelligent Transportation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Jiaotong University","institution_ids":["https://openalex.org/I4210099312"]},{"raw_affiliation_string":"Shandong Management University","institution_ids":["https://openalex.org/I4210097214"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Intelligent Transportation","institution_ids":["https://openalex.org/I4210109718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030292120","display_name":"Bu\u2010Lang Gao","orcid":"https://orcid.org/0000-0003-4668-0737"},"institutions":[{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bindong Gao","raw_affiliation_strings":["Shandong Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Jiaotong University","institution_ids":["https://openalex.org/I4210099312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100634082"],"corresponding_institution_ids":["https://openalex.org/I4210099312","https://openalex.org/I4210109718"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3975324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"64","issue":"7","first_page":"2661","last_page":"2682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.4887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.4887999892234802,"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":0.22529999911785126,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.03269999846816063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5936999917030334},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4359000027179718},{"id":"https://openalex.org/keywords/warehouse","display_name":"Warehouse","score":0.4320000112056732},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.3677000105381012},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.3264999985694885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6263999938964844},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5936999917030334},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4359000027179718},{"id":"https://openalex.org/C50416739","wikidata":"https://www.wikidata.org/wiki/Q181623","display_name":"Warehouse","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.3677000105381012},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.3264999985694885},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.314300000667572},{"id":"https://openalex.org/C2779454638","wikidata":"https://www.wikidata.org/wiki/Q7100700","display_name":"Order picking","level":3,"score":0.3084000051021576},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3019999861717224},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2711000144481659},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2694999873638153},{"id":"https://openalex.org/C142000545","wikidata":"https://www.wikidata.org/wiki/Q1003004","display_name":"Build to order","level":3,"score":0.2655999958515167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26190000772476196},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2614000141620636},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2567000091075897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207543.2025.2581853","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2581853","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4744541664","display_name":null,"funder_award_id":"ZR2024QF265","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G805543736","display_name":null,"funder_award_id":"62273204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2081555109","https://openalex.org/W2260286117","https://openalex.org/W2967717386","https://openalex.org/W3172394904","https://openalex.org/W3192226066","https://openalex.org/W3199027542","https://openalex.org/W4206153529","https://openalex.org/W4211055738","https://openalex.org/W4281732159","https://openalex.org/W4284711157","https://openalex.org/W4311261673","https://openalex.org/W4320002923","https://openalex.org/W4327743885","https://openalex.org/W4365813099","https://openalex.org/W4385128611","https://openalex.org/W4386133880","https://openalex.org/W4387917775","https://openalex.org/W4389522234","https://openalex.org/W4391164176","https://openalex.org/W4391916554","https://openalex.org/W4393252767","https://openalex.org/W4396242078","https://openalex.org/W4396884140","https://openalex.org/W4399329729","https://openalex.org/W4399879604","https://openalex.org/W4400767051","https://openalex.org/W4401873149","https://openalex.org/W4411724564"],"related_works":[],"abstract_inverted_index":{"Dynamic":[0],"order":[1,31,68,124],"scheduling":[2,32,43,48,174,191],"in":[3,49,136,144],"intelligent":[4],"warehouse":[5,30,65,173],"systems":[6],"faces":[7],"critical":[8],"challenges":[9],"within":[10],"the":[11,105,123,149,157,180,185,188],"domain":[12],"of":[13,187],"production":[14,181],"research,":[15],"including":[16],"heterogeneous":[17,71],"robot":[18],"allocation,":[19],"load":[20,102,128],"balancing,":[21],"and":[22,67,91,101,117,127,133,175],"cross-scenario":[23,82],"generalisation.":[24],"This":[25,164],"study":[26],"proposes":[27],"a":[28,59,76,86,93,167],"meta-learning-based":[29],"framework":[33,53,150,170],"(Meta-Scheduler)":[34],"that":[35,63,98,111],"adapts":[36],"optimisation":[37],"paradigms":[38],"from":[39],"cloud":[40],"computing":[41],"task":[42,190],"to":[44],"achieve":[45],"e\ufb03cient,":[46],"adaptive":[47],"dynamic":[50,77,172],"environments.":[51],"The":[52],"comprises":[54],"three":[55],"innovative":[56],"components:":[57],"(1)":[58],"hierarchical":[60],"meta-feature":[61],"extractor":[62],"encodes":[64],"topology":[66],"patterns":[69],"via":[70,104],"graph":[72],"neural":[73,88],"networks,":[74],"(2)":[75],"hypernetwork":[78],"policy":[79],"generator":[80],"enabling":[81],"knowledge":[83],"transfer":[84,146],"through":[85],"di\ufb00erentiable":[87],"architecture":[89],"search,":[90],"(3)":[92],"robust":[94],"optimal":[95],"transport":[96],"allocator":[97],"balances":[99],"e\ufb03ciency":[100],"balancing":[103],"entropy-regularized":[106],"Sinkhorn":[107],"algorithm.":[108,192],"Experiments":[109],"demonstrate":[110],"compared":[112],"with":[113],"traditional":[114],"genetic":[115],"algorithms":[116],"deep":[118],"reinforcement":[119],"learning,":[120],"Meta-Scheduler":[121],"decreases":[122],"completion":[125],"time":[126],"Gini":[129],"coe\ufb03cient":[130],"by":[131],"40.6%":[132],"55.8%,":[134],"respectively,":[135],"cold-start":[137],"scenarios":[138],"while":[139],"achieving":[140],"81%":[141],"faster":[142],"convergence":[143],"multi-warehouse":[145],"tasks.":[147],"Furthermore,":[148],"maintains":[151],"real-time":[152],"subsecond":[153],"decision":[154],"capability":[155],"at":[156],"200-robot":[158],"scale,":[159],"meeting":[160],"industrial":[161],"deployment":[162],"requirements.":[163],"research":[165,182],"establishes":[166],"scalable":[168],"theoretical":[169],"for":[171,179],"provides":[176],"new":[177],"insights":[178],"community":[183],"into":[184],"migration":[186],"cross-domain":[189]},"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-11-03T00:00:00"}