{"id":"https://openalex.org/W4415992969","doi":"https://doi.org/10.3390/systems13110995","title":"Enhancing E-Commerce RMFS Order Fulfillment Through Pod Positioning with Jointly Optimized Task Allocation","display_name":"Enhancing E-Commerce RMFS Order Fulfillment Through Pod Positioning with Jointly Optimized Task Allocation","publication_year":2025,"publication_date":"2025-11-06","ids":{"openalex":"https://openalex.org/W4415992969","doi":"https://doi.org/10.3390/systems13110995"},"language":"en","primary_location":{"id":"doi:10.3390/systems13110995","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13110995","pdf_url":"https://www.mdpi.com/2079-8954/13/11/995/pdf?version=1762494695","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/11/995/pdf?version=1762494695","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064132494","display_name":"Hualing Bi","orcid":"https://orcid.org/0000-0003-4543-8842"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hualing Bi","raw_affiliation_strings":["School of Economics and Management, Yanshan University, Qinhuangdao 066004, China"],"raw_orcid":"https://orcid.org/0000-0003-4543-8842","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Yanshan University, Qinhuangdao 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028817063","display_name":"Guangpu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangpu Yang","raw_affiliation_strings":["School of Economics and Management, Yanshan University, Qinhuangdao 066004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Yanshan University, Qinhuangdao 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057140846","display_name":"Zefeng Wang","orcid":"https://orcid.org/0000-0002-4321-416X"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Wang","raw_affiliation_strings":["School of Economics and Management, Yanshan University, Qinhuangdao 066004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Yanshan University, Qinhuangdao 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070594596","display_name":"Fuqiang Lu","orcid":"https://orcid.org/0000-0001-8923-0272"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuqiang Lu","raw_affiliation_strings":["School of Economics and Management, Yanshan University, Qinhuangdao 066004, China"],"raw_orcid":"https://orcid.org/0000-0001-8923-0272","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Yanshan University, Qinhuangdao 066004, China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070594596"],"corresponding_institution_ids":["https://openalex.org/I39333907"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40515158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"11","first_page":"995","last_page":"995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9506999850273132,"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":0.9506999850273132,"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/T10763","display_name":"Digital Transformation in Industry","score":0.00800000037997961,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.006200000178068876,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/task","display_name":"Task (project management)","score":0.6697999835014343},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.5527999997138977},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5285000205039978},{"id":"https://openalex.org/keywords/point-of-delivery","display_name":"Point of delivery","score":0.5072000026702881},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.39969998598098755},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3833000063896179},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.36169999837875366}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6697999835014343},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6241000294685364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061999797821045},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.5527999997138977},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5285000205039978},{"id":"https://openalex.org/C137776501","wikidata":"https://www.wikidata.org/wiki/Q7208270","display_name":"Point of delivery","level":2,"score":0.5072000026702881},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.39969998598098755},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.36169999837875366},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3061999976634979},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.30090001225471497},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.2784999907016754},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.2653999924659729}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13110995","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13110995","pdf_url":"https://www.mdpi.com/2079-8954/13/11/995/pdf?version=1762494695","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:635a8483176a43c4a6f5084177844fdc","is_oa":true,"landing_page_url":"https://doaj.org/article/635a8483176a43c4a6f5084177844fdc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 11, p 995 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13110995","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13110995","pdf_url":"https://www.mdpi.com/2079-8954/13/11/995/pdf?version=1762494695","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3528282612","display_name":null,"funder_award_id":"2020YFB1712802","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415992969.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2013610936","https://openalex.org/W2468807217","https://openalex.org/W2511865098","https://openalex.org/W2571175924","https://openalex.org/W2620043559","https://openalex.org/W2899157816","https://openalex.org/W2904681706","https://openalex.org/W2910199074","https://openalex.org/W2915591569","https://openalex.org/W3003532379","https://openalex.org/W3029090502","https://openalex.org/W3089222267","https://openalex.org/W3101610938","https://openalex.org/W3103201751","https://openalex.org/W3161816291","https://openalex.org/W3169493740","https://openalex.org/W3196788556","https://openalex.org/W3210913992","https://openalex.org/W3216289150","https://openalex.org/W4287846109","https://openalex.org/W4388077792","https://openalex.org/W4390605019","https://openalex.org/W4391263626","https://openalex.org/W4392138130","https://openalex.org/W4396527697","https://openalex.org/W4409619161"],"related_works":[],"abstract_inverted_index":{"Robotic":[0],"mobile":[1],"fulfillment":[2],"systems":[3],"have":[4],"become":[5],"an":[6,89],"integral":[7],"part":[8],"of":[9,45,64,81],"e-commerce":[10],"warehouses.":[11],"The":[12,123],"pod":[13,46,71,96],"repositioning":[14,47],"problem,":[15],"due":[16],"to":[17,38,58,102,118,129,162,165],"its":[18],"interdependence":[19],"with":[20],"robot":[21],"task":[22,49],"allocation":[23,168],"strategies,":[24],"poses":[25],"a":[26,85,112],"significant":[27],"challenge":[28],"that":[29,127,152],"constrains":[30],"system":[31],"performance.":[32],"In":[33],"this":[34,140],"paper,":[35],"we":[36],"aim":[37],"jointly":[39],"optimize":[40],"the":[41,60,67,70,74,79,120,130,134,144,153,156,166],"two":[42],"interrelated":[43],"problems":[44],"and":[48,66,73,84,108,151,174],"allocation.":[50],"A":[51],"multi-objective":[52],"mixed-integer":[53],"planning":[54],"model":[55],"is":[56,99,116,171],"developed":[57],"minimize":[59],"maximum":[61,145,157],"completion":[62,146,158],"time":[63,147,159],"robots":[65],"deviation":[68],"between":[69],"position":[72],"expected":[75,105,121],"position.":[76],"To":[77],"tackle":[78],"challenges":[80],"decision":[82],"coupling":[83],"vast":[86],"solution":[87],"space,":[88],"adaptive":[90],"genetic-neighborhood":[91],"search":[92],"algorithm":[93],"guided":[94],"by":[95,148,160],"heat":[97],"maps":[98],"designed.":[100],"Additionally,":[101],"promptly":[103],"correct":[104],"layout":[106,110],"deviations":[107],"avoid":[109],"instability,":[111],"progressive":[113],"storage":[114],"mechanism":[115],"designed":[117],"update":[119],"layout.":[122],"numerical":[124],"experiments":[125],"show":[126],"compared":[128,164],"staged":[131],"optimization":[132,136],"strategy,":[133,169],"joint":[135],"strategy":[137,154],"proposed":[138],"in":[139,177],"paper":[141],"can":[142],"reduce":[143],"approximately":[149],"48%,":[150],"reduces":[155],"9%":[161],"16%":[163],"nearest":[167],"which":[170],"commonly":[172],"used":[173],"performs":[175],"best":[176],"practice.":[178]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-11-07T00:00:00"}
