{"id":"https://openalex.org/W7124139975","doi":"https://doi.org/10.1109/codit66093.2025.11321800","title":"Stochastic multi agent-based warehouse model","display_name":"Stochastic multi agent-based warehouse model","publication_year":2025,"publication_date":"2025-07-15","ids":{"openalex":"https://openalex.org/W7124139975","doi":"https://doi.org/10.1109/codit66093.2025.11321800"},"language":null,"primary_location":{"id":"doi:10.1109/codit66093.2025.11321800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit66093.2025.11321800","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 11th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5123033456","display_name":"Artur Sobas","orcid":null},"institutions":[{"id":"https://openalex.org/I190778170","display_name":"Ofcom","ror":"https://ror.org/03pzspq13","country_code":"GB","type":"other","lineage":["https://openalex.org/I190778170"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Artur Sobas","raw_affiliation_strings":["Betacom SA,Warsaw,Poland,01-377"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Betacom SA,Warsaw,Poland,01-377","institution_ids":["https://openalex.org/I190778170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092560705","display_name":"Szymon Cyperski","orcid":"https://orcid.org/0009-0009-5655-7143"},"institutions":[{"id":"https://openalex.org/I190778170","display_name":"Ofcom","ror":"https://ror.org/03pzspq13","country_code":"GB","type":"other","lineage":["https://openalex.org/I190778170"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Szymon Cyperski","raw_affiliation_strings":["Betacom SA,Warsaw,Poland,01-377"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Betacom SA,Warsaw,Poland,01-377","institution_ids":["https://openalex.org/I190778170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123047062","display_name":"Piotr Maciejewski","orcid":null},"institutions":[{"id":"https://openalex.org/I190778170","display_name":"Ofcom","ror":"https://ror.org/03pzspq13","country_code":"GB","type":"other","lineage":["https://openalex.org/I190778170"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Piotr Maciejewski","raw_affiliation_strings":["Betacom SA,Warsaw,Poland,01-377"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Betacom SA,Warsaw,Poland,01-377","institution_ids":["https://openalex.org/I190778170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123052124","display_name":"Pawe\u0142 D. Doma\u0144ski","orcid":null},"institutions":[{"id":"https://openalex.org/I190778170","display_name":"Ofcom","ror":"https://ror.org/03pzspq13","country_code":"GB","type":"other","lineage":["https://openalex.org/I190778170"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pawe\u0142 D. Doma\u0144ski","raw_affiliation_strings":["Betacom SA,Warsaw,Poland,01-377"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Betacom SA,Warsaw,Poland,01-377","institution_ids":["https://openalex.org/I190778170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I190778170"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.62047118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1207","last_page":"1212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.7827000021934509,"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":0.7827000021934509,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.0608999989926815,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.02319999970495701,"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/warehouse","display_name":"Warehouse","score":0.6579999923706055},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.48820000886917114},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.43619999289512634},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.3749000132083893},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.34139999747276306},{"id":"https://openalex.org/keywords/order-picking","display_name":"Order picking","score":0.31679999828338623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596999764442444},{"id":"https://openalex.org/C50416739","wikidata":"https://www.wikidata.org/wiki/Q181623","display_name":"Warehouse","level":2,"score":0.6579999923706055},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.48820000886917114},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.43619999289512634},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.39469999074935913},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.34139999747276306},{"id":"https://openalex.org/C2779454638","wikidata":"https://www.wikidata.org/wiki/Q7100700","display_name":"Order picking","level":3,"score":0.31679999828338623},{"id":"https://openalex.org/C2781463594","wikidata":"https://www.wikidata.org/wiki/Q1229659","display_name":"Distribution center","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2992999851703644},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.26829999685287476},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2502000033855438},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit66093.2025.11321800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit66093.2025.11321800","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 11th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5026227235794067}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2068741630","https://openalex.org/W2079898917","https://openalex.org/W2108774184","https://openalex.org/W2128970394","https://openalex.org/W2154065358","https://openalex.org/W2295598076","https://openalex.org/W2557308315","https://openalex.org/W2593035467","https://openalex.org/W2980994438","https://openalex.org/W3016852255","https://openalex.org/W3092233902","https://openalex.org/W3108197455","https://openalex.org/W4213251304","https://openalex.org/W4395053508","https://openalex.org/W4403331476","https://openalex.org/W4405442983"],"related_works":[],"abstract_inverted_index":{"Simulation":[0],"constitutes":[1],"a":[2,22,40],"crucial":[3],"part":[4],"of":[5,20,34],"designing":[6],"and":[7,31,45,105],"operating":[8],"logistics":[9],"warehouses.":[10],"An":[11],"agent-based":[12,74],"modeling":[13,97],"(ABM)":[14],"allows":[15],"to":[16,88],"capture":[17],"various":[18],"elements":[19],"such":[21],"system,":[23],"which":[24,54,80],"may":[25],"include":[26],"human":[27,94],"workers,":[28],"material-handling":[29],"equipment":[30],"different":[32],"kinds":[33],"autonomous":[35],"subsystems.":[36],"Warehouse":[37],"operate":[38],"in":[39],"complex":[41],"supply":[42],"chain":[43],"system":[44],"must":[46],"meet":[47],"its":[48],"requirements.":[49],"Customers":[50],"expect":[51],"higher":[52],"responsiveness,":[53],"translates":[55],"into":[56],"completion":[57],"times":[58],"shortening.":[59],"Robotic":[60],"systems":[61],"are":[62,68],"deterministic,":[63],"while":[64],"human-based":[65],"picker-to-parts":[66],"warehouses":[67],"not.":[69],"This":[70],"paper":[71],"presents":[72],"novel":[73],"stochastic":[75],"distribution":[76],"center":[77],"(DC)":[78],"model,":[79],"uses":[81],"distributional":[82],"gradient":[83],"boosting":[84],"machine":[85],"learning":[86],"(ML)":[87],"introduce":[89],"pickers\u2019":[90],"uncertainties":[91],"associated":[92],"with":[93],"behavior.":[95],"Obtained":[96],"approach":[98],"is":[99],"validated":[100],"using":[101],"full-scale":[102],"DC":[103],"environment":[104],"real-time":[106],"warehouse":[107],"data.":[108]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-01-15T00:00:00"}
