{"id":"https://openalex.org/W2762136566","doi":"https://doi.org/10.1007/978-3-540-34954-9_14","title":"BOA for nurse scheduling","display_name":"BOA for nurse scheduling","publication_year":2008,"publication_date":"2008-04-03","ids":{"openalex":"https://openalex.org/W2762136566","doi":"https://doi.org/10.1007/978-3-540-34954-9_14","mag":"2762136566"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:0804.0524","is_oa":true,"landing_page_url":"http://arxiv.org/abs/0804.0524","pdf_url":"https://arxiv.org/pdf/0804.0524","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"book-chapter","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/0804.0524","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078385256","display_name":"Jingpeng Li","orcid":"https://orcid.org/0000-0002-6758-0084"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Li, Jingpeng","raw_affiliation_strings":["University of Nottingham, NG8 IBB, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, NG8 IBB, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002768704","display_name":"Uwe Aickelin","orcid":"https://orcid.org/0000-0002-2679-2275"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aickelin, Uwe","raw_affiliation_strings":["University of Nottingham, NG8 IBB, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, NG8 IBB, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1843,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89079788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9998999834060669,"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9876999855041504,"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"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7418326139450073},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.7284199595451355},{"id":"https://openalex.org/keywords/nurse-scheduling-problem","display_name":"Nurse scheduling problem","score":0.648931622505188},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6370766758918762},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5535241365432739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4265124201774597},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.3931194841861725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37075209617614746},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35012662410736084},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3322784900665283},{"id":"https://openalex.org/keywords/two-level-scheduling","display_name":"Two-level scheduling","score":0.3046078085899353},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09856480360031128},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.07088375091552734},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0700724720954895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418326139450073},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7284199595451355},{"id":"https://openalex.org/C102370290","wikidata":"https://www.wikidata.org/wiki/Q7070210","display_name":"Nurse scheduling problem","level":5,"score":0.648931622505188},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6370766758918762},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5535241365432739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4265124201774597},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.3931194841861725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37075209617614746},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35012662410736084},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3322784900665283},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.3046078085899353},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09856480360031128},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.07088375091552734},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0700724720954895}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:0804.0524","is_oa":true,"landing_page_url":"http://arxiv.org/abs/0804.0524","pdf_url":"https://arxiv.org/pdf/0804.0524","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:nottingham-repository.worktribe.com:1019208","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/1019208","pdf_url":"https://nottingham-repository.worktribe.com/preview/1019222/li2006.pdf","source":{"id":"https://openalex.org/S4306402481","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Book Chapter"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:0804.0524","is_oa":true,"landing_page_url":"http://arxiv.org/abs/0804.0524","pdf_url":"https://arxiv.org/pdf/0804.0524","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314707","display_name":"Government of the United Kingdom","ror":"https://ror.org/05wnh3t63"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W37880335","https://openalex.org/W107452617","https://openalex.org/W1569172289","https://openalex.org/W1600194419","https://openalex.org/W1666077526","https://openalex.org/W1979325882","https://openalex.org/W1981097545","https://openalex.org/W2000345729","https://openalex.org/W2004217556","https://openalex.org/W2016721869","https://openalex.org/W2021010829","https://openalex.org/W2056872358","https://openalex.org/W2056956492","https://openalex.org/W2057865045","https://openalex.org/W2074059988","https://openalex.org/W2083780209","https://openalex.org/W2089235378","https://openalex.org/W2089873446","https://openalex.org/W2099653669","https://openalex.org/W2103204887","https://openalex.org/W2123696861","https://openalex.org/W2152150600","https://openalex.org/W2155207871","https://openalex.org/W2159080219","https://openalex.org/W2160115653","https://openalex.org/W2172081677","https://openalex.org/W2320158191","https://openalex.org/W2394639289","https://openalex.org/W2466215896","https://openalex.org/W2468462628","https://openalex.org/W2478407164","https://openalex.org/W2533013730","https://openalex.org/W2915913997","https://openalex.org/W3023540311","https://openalex.org/W3099520816","https://openalex.org/W3103464856","https://openalex.org/W3121798175","https://openalex.org/W3125132395","https://openalex.org/W3140119090","https://openalex.org/W4239881334","https://openalex.org/W4255383455","https://openalex.org/W4292477447"],"related_works":["https://openalex.org/W1734881440","https://openalex.org/W3036719625","https://openalex.org/W2010484697","https://openalex.org/W63322384","https://openalex.org/W2393244661","https://openalex.org/W2902168664","https://openalex.org/W2032386955","https://openalex.org/W2157123707","https://openalex.org/W131757205","https://openalex.org/W4322100529"],"abstract_inverted_index":{"Our":[0],"research":[1],"has":[2],"shown":[3],"that":[4,19,35,93],"schedules":[5],"can":[6],"be":[7,102],"built":[8],"mimicking":[9],"a":[10,15,26,42,58],"human":[11],"scheduler":[12],"by":[13],"using":[14,52],"set":[16,43,63],"of":[17,51,64,86],"rules":[18,40],"involve":[20],"domain":[21],"knowledge.":[22],"This":[23],"chapter":[24],"presents":[25],"Bayesian":[27,59],"Optimization":[28],"Algorithm":[29],"(BOA)for":[30],"the":[31,49,55,62,84,94,98],"nurse":[32],"scheduling":[33,39,106],"problem":[34],"chooses":[36],"such":[37],"suitable":[38,103],"from":[41,78],"for":[44,61,104],"each":[45],"nurse\u2019s":[46],"assignment.Based":[47],"on":[48],"idea":[50],"probabilistic":[53],"models,":[54],"BOA":[56],"builds":[57],"network":[60],"promising":[65],"solutions":[66],"and":[67],"samples":[68],"these":[69],"networks":[70],"to":[71],"generate":[72],"new":[73],"candidate":[74],"solutions.":[75],"Computational":[76],"results":[77],"52":[79],"real":[80],"data":[81],"instances":[82],"demonstrate":[83],"success":[85],"this":[87],"approach.":[88],"It":[89],"is":[90],"also":[91],"suggested":[92],"learning":[95],"mechanism":[96],"in":[97],"proposed":[99],"algorithm":[100],"may":[101],"other":[105],"problems.":[107]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
