{"id":"https://openalex.org/W7125947401","doi":"https://doi.org/10.1109/smc58881.2025.11342838","title":"Joint Black-Box Optimization of Warehouse Layout and Worker Assignment Using Quantum Annealing and Factorization Machines","display_name":"Joint Black-Box Optimization of Warehouse Layout and Worker Assignment Using Quantum Annealing and Factorization Machines","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125947401","doi":"https://doi.org/10.1109/smc58881.2025.11342838"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11342838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5124107025","display_name":"Kairi Takaki","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kairi Takaki","raw_affiliation_strings":["Nagoya University,Graduate School of Engineering,Nagoya,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University,Graduate School of Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003467818","display_name":"Yusuke Asai","orcid":"https://orcid.org/0000-0002-6506-2910"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Asai","raw_affiliation_strings":["Nagoya University,Graduate School of Engineering,Nagoya,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University,Graduate School of Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002452411","display_name":"Shin Katayama","orcid":"https://orcid.org/0000-0002-5614-4412"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shin Katayama","raw_affiliation_strings":["Nagoya University,Graduate School of Engineering,Nagoya,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University,Graduate School of Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044005499","display_name":"Kenta Urano","orcid":"https://orcid.org/0000-0003-2906-537X"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenta Urano","raw_affiliation_strings":["Nagoya University,Graduate School of Engineering,Nagoya,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University,Graduate School of Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083114149","display_name":"Takuro Yonezawa","orcid":"https://orcid.org/0000-0001-9781-0402"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuro Yonezawa","raw_affiliation_strings":["Nagoya University,Graduate School of Engineering,Nagoya,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University,Graduate School of Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045353484","display_name":"Nobuo Kawaguchi","orcid":"https://orcid.org/0000-0002-0444-2290"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobuo Kawaguchi","raw_affiliation_strings":["Nagoya University,Graduate School of Engineering,Nagoya,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University,Graduate School of Engineering,Nagoya,Japan","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60134161"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63785026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4837","last_page":"4844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.8490999937057495,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.8490999937057495,"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/T12176","display_name":"Optimization and Packing Problems","score":0.0763000026345253,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.01360000018030405,"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/quantum-annealing","display_name":"Quantum annealing","score":0.8140000104904175},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.796500027179718},{"id":"https://openalex.org/keywords/warehouse","display_name":"Warehouse","score":0.5289999842643738},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.44209998846054077},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.3952000141143799},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.3465999960899353}],"concepts":[{"id":"https://openalex.org/C90408235","wikidata":"https://www.wikidata.org/wiki/Q938141","display_name":"Quantum annealing","level":4,"score":0.8140000104904175},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.796500027179718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683899998664856},{"id":"https://openalex.org/C50416739","wikidata":"https://www.wikidata.org/wiki/Q181623","display_name":"Warehouse","level":2,"score":0.5289999842643738},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44600000977516174},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.44209998846054077},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3952000141143799},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C2779454638","wikidata":"https://www.wikidata.org/wiki/Q7100700","display_name":"Order picking","level":3,"score":0.3416999876499176},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.33880001306533813},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.33559998869895935},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3077000081539154},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2743000090122223}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11342838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47298571467399597,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1970777196","https://openalex.org/W1983624953","https://openalex.org/W2012446987","https://openalex.org/W2057522006","https://openalex.org/W2098927182","https://openalex.org/W2128970394","https://openalex.org/W2143818235","https://openalex.org/W2163055135","https://openalex.org/W2166179344","https://openalex.org/W2252087716","https://openalex.org/W2281273319","https://openalex.org/W2295739661","https://openalex.org/W2972088227","https://openalex.org/W3014405689","https://openalex.org/W3098153396","https://openalex.org/W3110151224","https://openalex.org/W3134399921","https://openalex.org/W4224134428","https://openalex.org/W4360612589","https://openalex.org/W4361300645","https://openalex.org/W4362670141","https://openalex.org/W4367665877","https://openalex.org/W4386781854","https://openalex.org/W4411996342"],"related_works":[],"abstract_inverted_index":{"As":[0],"global":[1],"demand":[2],"for":[3],"logistics":[4,22,47],"continues":[5],"to":[6,141,172],"grow,":[7],"improving":[8],"the":[9,27,90,146,157,177],"efficiency":[10],"of":[11,97,179,182],"warehouse":[12,154],"operations":[13,44],"has":[14,63],"become":[15],"increasingly":[16],"important.":[17],"While":[18],"many":[19],"processes":[20],"in":[21,45],"warehouses":[23],"have":[24],"been":[25],"automated,":[26],"receiving":[28,91,147],"area":[29,39,92],"still":[30],"relies":[31],"heavily":[32],"on":[33,66,89],"manual":[34],"work.":[35],"Therefore,":[36],"optimizing":[37,43,77],"this":[38,85],"is":[40],"essential.":[41],"When":[42],"a":[46,108],"warehouse,":[48],"various":[49],"problems":[50,68],"must":[51],"be":[52],"considered,":[53],"such":[54],"as":[55],"layout":[56,98,183],"design":[57,99,184],"and":[58,93,100,106,144,185],"worker":[59,101,186],"assignment.":[60,102,187],"Previous":[61],"research":[62],"typically":[64],"focused":[65],"these":[67],"individually.":[69],"However,":[70],"because":[71],"they":[72],"are":[73],"closely":[74],"related,":[75],"jointly":[76],"them":[78],"can":[79,164],"further":[80],"improve":[81,145],"overall":[82],"efficiency.":[83],"In":[84],"study,":[86],"we":[87,104,128],"focus":[88],"conduct":[94],"joint":[95,180],"optimization":[96,110,181],"Specifically,":[103],"extend":[105],"apply":[107],"black-box":[109],"method":[111],"called":[112],"FMQA,":[113],"which":[114],"combines":[115],"Factorization":[116,125],"Machines":[117],"(FM)":[118],"with":[119,151],"Quantum":[120,139],"Annealing":[121,140],"(QA).":[122],"By":[123],"using":[124,156],"Machine":[126],"regression,":[127],"build":[129],"an":[130,152],"objective":[131],"function":[132],"from":[133],"simulator":[134],"data.":[135],"We":[136],"then":[137],"use":[138],"minimize":[142],"it":[143],"area.":[148],"A":[149],"comparison":[150],"actual":[153],"environment,":[155],"multi-agent":[158],"simulator,":[159],"shows":[160],"that":[161],"our":[162],"approach":[163],"reduce":[165],"mean":[166],"package":[167],"processing":[168],"time":[169],"by":[170],"up":[171],"22.1%.":[173],"This":[174],"result":[175],"demonstrates":[176],"effectiveness":[178]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-01-29T00:00:00"}