{"id":"https://openalex.org/W4408098525","doi":"https://doi.org/10.1080/00207543.2025.2473066","title":"Contextual bandits-guided local search for solving air cargo palletisation problem","display_name":"Contextual bandits-guided local search for solving air cargo palletisation problem","publication_year":2025,"publication_date":"2025-03-03","ids":{"openalex":"https://openalex.org/W4408098525","doi":"https://doi.org/10.1080/00207543.2025.2473066"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2025.2473066","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2473066","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":true,"oa_status":"green","oa_url":"https://orbi.uliege.be/bitstream/2268/331655/1/IJPR2025.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024712328","display_name":"Fatima Ezzahra Achamrah","orcid":"https://orcid.org/0000-0001-9918-4820"},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"Fatima Ezzahra Achamrah","raw_affiliation_strings":["Mines Paris, PSL University","The University of Sheffield"],"raw_orcid":"https://orcid.org/0000-0001-9918-4820","affiliations":[{"raw_affiliation_string":"Mines Paris, PSL University","institution_ids":["https://openalex.org/I70768539","https://openalex.org/I2746051580"]},{"raw_affiliation_string":"The University of Sheffield","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035409894","display_name":"Sabine Limbourg","orcid":"https://orcid.org/0000-0003-0340-9955"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Sabine Limbourg","raw_affiliation_strings":["HEC-University of Liege (ULiege)"],"raw_orcid":"https://orcid.org/0000-0003-0340-9955","affiliations":[{"raw_affiliation_string":"HEC-University of Liege (ULiege)","institution_ids":["https://openalex.org/I157674565"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035409894"],"corresponding_institution_ids":["https://openalex.org/I157674565"],"apc_list":null,"apc_paid":null,"fwci":1.1126,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7652712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"63","issue":"17","first_page":"6430","last_page":"6451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9997000098228455,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9997000098228455,"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":0.9994999766349792,"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/T12288","display_name":"Optimization and Search Problems","score":0.9984999895095825,"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/local-search","display_name":"Local search (optimization)","score":0.5334568023681641},{"id":"https://openalex.org/keywords/air-cargo","display_name":"Air cargo","score":0.4872221052646637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47734740376472473},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.44026267528533936},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4382016956806183},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.312940388917923},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.29710298776626587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2721558213233948},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24064284563064575}],"concepts":[{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.5334568023681641},{"id":"https://openalex.org/C2778788726","wikidata":"https://www.wikidata.org/wiki/Q3569648","display_name":"Air cargo","level":2,"score":0.4872221052646637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47734740376472473},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.44026267528533936},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4382016956806183},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.312940388917923},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.29710298776626587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2721558213233948},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24064284563064575}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/00207543.2025.2473066","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2473066","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"},{"id":"pmh:oai:eprints.whiterose.ac.uk:226222","is_oa":false,"landing_page_url":"https://orcid.org/0000-0001-9918-4820>","pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/331655","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/331655","pdf_url":"https://orbi.uliege.be/bitstream/2268/331655/1/IJPR2025.pdf","source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Production Research, 63 (17), 6430\u20136451 (2025)","raw_type":"peer reviewed"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/331243","is_oa":false,"landing_page_url":"https://orbi.uliege.be/handle/2268/331243","pdf_url":null,"source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Operations Research: Case studies and real-world applications, Santiago, Chile [CL], 24/04/2025","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:orbi.ulg.ac.be:2268/331655","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/331655","pdf_url":"https://orbi.uliege.be/bitstream/2268/331655/1/IJPR2025.pdf","source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Production Research, 63 (17), 6430\u20136451 (2025)","raw_type":"peer reviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408098525.pdf"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W309919053","https://openalex.org/W1485881041","https://openalex.org/W1809653203","https://openalex.org/W1887657288","https://openalex.org/W1967395904","https://openalex.org/W1971647084","https://openalex.org/W1987206162","https://openalex.org/W2002053519","https://openalex.org/W2011818326","https://openalex.org/W2039166398","https://openalex.org/W2041693766","https://openalex.org/W2065740331","https://openalex.org/W2070836409","https://openalex.org/W2105175235","https://openalex.org/W2108114251","https://openalex.org/W2108738385","https://openalex.org/W2114553560","https://openalex.org/W2118055193","https://openalex.org/W2161926431","https://openalex.org/W2166253248","https://openalex.org/W2508381094","https://openalex.org/W2560740065","https://openalex.org/W2598680712","https://openalex.org/W2613912370","https://openalex.org/W2618307993","https://openalex.org/W2776888374","https://openalex.org/W2883980793","https://openalex.org/W2885472332","https://openalex.org/W2898644698","https://openalex.org/W2899689262","https://openalex.org/W2955422897","https://openalex.org/W3007667276","https://openalex.org/W3083184774","https://openalex.org/W3096170405","https://openalex.org/W3110722649","https://openalex.org/W3112629014","https://openalex.org/W3125559103","https://openalex.org/W3126250056","https://openalex.org/W3168839731","https://openalex.org/W3198953741","https://openalex.org/W3207733143","https://openalex.org/W4205293173","https://openalex.org/W4205992873","https://openalex.org/W4210936622","https://openalex.org/W4225140882","https://openalex.org/W4234228486","https://openalex.org/W4234574708","https://openalex.org/W4241449905","https://openalex.org/W4280629070","https://openalex.org/W4285295959","https://openalex.org/W4285605871","https://openalex.org/W4309102124","https://openalex.org/W4319991244","https://openalex.org/W6676077707"],"related_works":["https://openalex.org/W4398777182","https://openalex.org/W147553461","https://openalex.org/W1482419427","https://openalex.org/W2969914512","https://openalex.org/W4237850346","https://openalex.org/W644783771","https://openalex.org/W570599740","https://openalex.org/W2952680837","https://openalex.org/W1895669308","https://openalex.org/W2035783907"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,94],"address":[4,95],"the":[5,16,26,66,84,107,115],"challenges":[6],"of":[7,25,47,68,86,117],"efficiently":[8],"assigning":[9],"items":[10],"to":[11,64,82,105],"Unit":[12],"Load":[13],"Devices":[14],"within":[15],"air":[17,28,90,131],"cargo":[18,29,91,132],"industry.":[19],"We":[20,43,58],"present":[21],"a":[22,45,60],"comprehensive":[23],"formulation":[24],"three-dimensional":[27],"palletisation":[30,133],"problem,":[31],"focusing":[32],"on":[33],"cost":[34,87],"minimisation":[35,88],"and":[36,40,78,100,113],"incorporating":[37],"grouping,":[38,98],"positioning,":[39,99],"compatibility":[41,101],"constraints.":[42],"propose":[44],"set":[46],"12":[48],"resolution":[49],"approaches":[50],"that":[51],"utilise":[52],"contextual":[53],"bandits-guided":[54],"local":[55],"search":[56],"heuristics.":[57],"conduct":[59],"thorough":[61],"benchmark":[62],"experiment":[63],"evaluate":[65],"performance":[67],"our":[69],"proposed":[70],"methods.":[71],"Two":[72],"objective":[73],"functions,":[74],"namely":[75],"unused":[76],"volume":[77],"costs":[79],"are":[80],"employed":[81],"underscore":[83],"significance":[85],"in":[89,129],"palletisation.":[92],"Furthermore,":[93],"instances":[96],"encompassing":[97],"constraints,":[102],"enabling":[103],"us":[104],"explore":[106],"managerial":[108],"insights":[109,125],"these":[110],"constraints":[111],"offer":[112],"assess":[114],"benefits":[116],"integrating":[118],"cost-reduction":[119],"strategies.":[120],"The":[121],"findings":[122],"provide":[123],"valuable":[124],"for":[126],"decision-makers":[127],"involved":[128],"optimising":[130],"operations.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}