{"id":"https://openalex.org/W4390605019","doi":"https://doi.org/10.1155/2024/9260431","title":"Joint Optimization of Item and Pod Storage Assignment Problems with Picking Aisles\u2019 Workload Balance in Robotic Mobile Fulfillment Systems","display_name":"Joint Optimization of Item and Pod Storage Assignment Problems with Picking Aisles\u2019 Workload Balance in Robotic Mobile Fulfillment Systems","publication_year":2024,"publication_date":"2024-01-05","ids":{"openalex":"https://openalex.org/W4390605019","doi":"https://doi.org/10.1155/2024/9260431"},"language":"en","primary_location":{"id":"doi:10.1155/2024/9260431","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/9260431","pdf_url":"https://downloads.hindawi.com/journals/complexity/2024/9260431.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2024/9260431.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100645964","display_name":"Jun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["E-Commerce Research Center of Hubei Province, Central China Normal University, Wuhan, China","School of Information Management, Central China Normal University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-0337-7079","affiliations":[{"raw_affiliation_string":"E-Commerce Research Center of Hubei Province, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Information Management, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087171971","display_name":"Lingkun Tian","orcid":"https://orcid.org/0000-0002-5508-8690"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingkun Tian","raw_affiliation_strings":["School of Information Management, Central China Normal University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5508-8690","affiliations":[{"raw_affiliation_string":"School of Information Management, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071000682","display_name":"Zijuan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijuan Zhou","raw_affiliation_strings":["School of Information Management, Central China Normal University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0002-9836-2386","affiliations":[{"raw_affiliation_string":"School of Information Management, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100645964"],"corresponding_institution_ids":["https://openalex.org/I40963666"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":2.6645,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89858407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":1.0,"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":1.0,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/workload","display_name":"Workload","score":0.7895598411560059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6609357595443726},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.6452965140342712},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5420421957969666},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.46469542384147644},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.41143599152565},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3980001211166382},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33218914270401},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22997722029685974},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1624251902103424}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7895598411560059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6609357595443726},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.6452965140342712},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5420421957969666},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.46469542384147644},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.41143599152565},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3980001211166382},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33218914270401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22997722029685974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1624251902103424},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2024/9260431","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/9260431","pdf_url":"https://downloads.hindawi.com/journals/complexity/2024/9260431.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:648cd519f278499c847698be052f4812","is_oa":true,"landing_page_url":"https://doaj.org/article/648cd519f278499c847698be052f4812","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":"Complexity, Vol 2024 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2024/9260431","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/9260431","pdf_url":"https://downloads.hindawi.com/journals/complexity/2024/9260431.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1191337092","display_name":null,"funder_award_id":"2022CFB315","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G2256321034","display_name":null,"funder_award_id":"2022CFB315","funder_id":"https://openalex.org/F4320335982","funder_display_name":"Humanities and Social Science Fund of Ministry of Education of China"},{"id":"https://openalex.org/G41786866","display_name":null,"funder_award_id":"22YJA630110","funder_id":"https://openalex.org/F4320335982","funder_display_name":"Humanities and Social Science Fund of Ministry of Education of China"},{"id":"https://openalex.org/G7040190217","display_name":null,"funder_award_id":"22YJA630110","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335982","display_name":"Humanities and Social Science Fund of Ministry of Education of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390605019.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1659842140","https://openalex.org/W2088500424","https://openalex.org/W2596757354","https://openalex.org/W2754404399","https://openalex.org/W2784763177","https://openalex.org/W2792630828","https://openalex.org/W2899157816","https://openalex.org/W2903541034","https://openalex.org/W2979726070","https://openalex.org/W2983192524","https://openalex.org/W3013414633","https://openalex.org/W3024038277","https://openalex.org/W3028692088","https://openalex.org/W3029090502","https://openalex.org/W3031641914","https://openalex.org/W3089222267","https://openalex.org/W3103201751","https://openalex.org/W3120687923","https://openalex.org/W3120741641","https://openalex.org/W3125055412","https://openalex.org/W3154953084","https://openalex.org/W3158082253","https://openalex.org/W3161816291","https://openalex.org/W3169363004","https://openalex.org/W3182498371","https://openalex.org/W3192819818","https://openalex.org/W3214897735","https://openalex.org/W4206257916","https://openalex.org/W4210544759","https://openalex.org/W4223636906","https://openalex.org/W4229035558","https://openalex.org/W4283831698","https://openalex.org/W4307025648","https://openalex.org/W4310554396","https://openalex.org/W4312055511"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":{"The":[0,73,94,113,133],"item":[1,59],"and":[2,23,60,128,151],"pod":[3,61,102],"storage":[4,42,62,103,145],"assignment":[5,43,63,104],"problems,":[6],"two":[7],"critical":[8],"issues":[9],"at":[10],"the":[11,29,41,55,79,82,90,100,110,118,129,140,144,152],"strategic":[12],"level":[13],"in":[14,32,40],"robotic":[15],"mobile":[16],"fulfillment":[17],"systems,":[18],"have":[19],"a":[20],"strong":[21],"correlation":[22],"should":[24],"be":[25,38],"studied":[26],"together.":[27],"Moreover,":[28],"workload":[30,69,83,161],"balance":[31,70,84,162],"each":[33],"picking":[34,50,67],"aisle":[35],"needs":[36],"to":[37,45,88,108,149],"considered":[39],"problems":[44,64],"avoid":[46],"robots\u2019":[47,91,134,153],"congestion":[48],"within":[49],"aisles.":[51],"Motivated":[52],"by":[53],"these,":[54],"joint":[56],"optimization":[57],"of":[58,78,143],"(J-IPSAP)":[65],"with":[66,81,99,126,158],"aisles\u2019":[68],"is":[71,86,106,137,147],"studied.":[72],"mixed":[74],"integer":[75],"programming":[76],"model":[77],"J-IPSAP":[80,111],"constraint":[85],"formulated":[87],"minimize":[89],"movement":[92,135,154],"distance.":[93],"improved":[95],"genetic":[96],"algorithm":[97],"(IGA)":[98],"decentralized":[101],"strategy":[105],"designed":[107],"solve":[109],"model.":[112],"experimental":[114],"results":[115],"show":[116],"that":[117],"IGA":[119],"can":[120],"obtain":[121],"high-quality":[122],"solutions":[123],"when":[124,139],"compared":[125],"Gurobi":[127],"two-stage":[130],"heuristic":[131],"algorithms.":[132],"distance":[136,155],"smallest":[138],"width-to-length":[141],"ratio":[142],"area":[146],"close":[148],"1,":[150],"will":[156],"increase":[157],"more":[159],"stringent":[160],"constraints.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
