{"id":"https://openalex.org/W2055648192","doi":"https://doi.org/10.1007/s00500-010-0675-y","title":"Model accuracy in the Bayesian optimization algorithm","display_name":"Model accuracy in the Bayesian optimization algorithm","publication_year":2010,"publication_date":"2010-12-08","ids":{"openalex":"https://openalex.org/W2055648192","doi":"https://doi.org/10.1007/s00500-010-0675-y","mag":"2055648192"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-010-0675-y","doi":"https://doi.org/10.1007/s00500-010-0675-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-010-0675-y","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5103499737","display_name":"Cl\u00e1udio F. Lima","orcid":null,"observed_orcids":[]},"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":true,"raw_author_name":"Claudio F. Lima","raw_affiliation_strings":["Centre for Plant Integrative Biology, University of Nottingham, Loughborough, UK","University of Nottingham, Centre for Plant Integrative Biology, Sutton Bonington Campus, LE12 5RD, Loughborough, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Plant Integrative Biology, University of Nottingham, Loughborough, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"University of Nottingham, Centre for Plant Integrative Biology, Sutton Bonington Campus, LE12 5RD, Loughborough, UK#TAB#","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052467196","display_name":"Fernando Gra\u00e7a Lobo","orcid":"https://orcid.org/0000-0002-6526-9604","observed_orcids":["https://orcid.org/0000-0002-6526-9604"]},"institutions":[{"id":"https://openalex.org/I71503853","display_name":"University of Algarve","ror":"https://ror.org/014g34x36","country_code":"PT","type":"education","lineage":["https://openalex.org/I71503853"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Fernando G. Lobo","raw_affiliation_strings":["Department of Electronics and Informatics Engineering, University of Algarve, Faro, Portugal","University of Algarve, Department of Electronics and Informatics Engineering, Campus de Gambelas, 8000-117, Faro, Portugal#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics Engineering, University of Algarve, Faro, Portugal","institution_ids":["https://openalex.org/I71503853"]},{"raw_affiliation_string":"University of Algarve, Department of Electronics and Informatics Engineering, Campus de Gambelas, 8000-117, Faro, Portugal#TAB#","institution_ids":["https://openalex.org/I71503853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031363335","display_name":"Martin Pelik\u00e1n","orcid":"https://orcid.org/0009-0003-4101-5575","observed_orcids":["https://orcid.org/0009-0003-4101-5575"]},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Martin Pelikan","raw_affiliation_strings":["Department of Mathematics and Computer Science, 320 CCB, University of Missouri at St. Louis, St. Louis, USA","University of Missouri at St. Louis, Department of Mathematics and Computer Science, 320 CCB, 63121, St. Louis, MO, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, 320 CCB, University of Missouri at St. Louis, St. Louis, USA","institution_ids":["https://openalex.org/I208333798"]},{"raw_affiliation_string":"University of Missouri at St. Louis, Department of Mathematics and Computer Science, 320 CCB, 63121, St. Louis, MO, USA#TAB#","institution_ids":["https://openalex.org/I208333798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110057218","display_name":"David E. Goldberg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David E. Goldberg","raw_affiliation_strings":["Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign, Urbana, USA","University of Illinois at Urbana-Champaign, Department of Industrial and Enterprise Systems Engineering, 61801, Urbana, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign, Urbana, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Department of Industrial and Enterprise Systems Engineering, 61801, Urbana, IL, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031363335","https://openalex.org/A5052467196","https://openalex.org/A5103499737","https://openalex.org/A5110057218"],"corresponding_institution_ids":["https://openalex.org/I142263535","https://openalex.org/I157725225","https://openalex.org/I208333798","https://openalex.org/I71503853"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":2.4024,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.88043195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":"15","issue":"7","first_page":"1351","last_page":"1371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.95169997215271,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.95169997215271,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.03830000013113022,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.0026000000070780516,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/bayesian-optimization","display_name":"Bayesian optimization","score":0.9950000047683716},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithms","display_name":"estimation of distribution algorithms","score":0.9539999961853027},{"id":"https://openalex.org/keywords/overfitting","display_name":"overfitting","score":0.9139999747276306},{"id":"https://openalex.org/keywords/model-accuracy","display_name":"model accuracy","score":0.7379999756813049},{"id":"https://openalex.org/keywords/tournament-selection","display_name":"tournament selection","score":0.8420000076293945},{"id":"https://openalex.org/keywords/model-interpretability","display_name":"model interpretability","score":0.7570000290870667},{"id":"https://openalex.org/keywords/probabilistic-models","display_name":"probabilistic models","score":0.5600000023841858}],"concepts":[{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.8133334517478943},{"id":"https://openalex.org/C49284225","wikidata":"https://www.wikidata.org/wiki/Q5322829","display_name":"EDAS","level":3,"score":0.8015918731689453},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.753895103931427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628548502922058},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6587966084480286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5723556280136108},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5483785271644592},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5451849699020386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5344901084899902},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.49130621552467346},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4159030318260193},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4142093360424042},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.343021035194397},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21969157457351685},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-010-0675-y","doi":"https://doi.org/10.1007/s00500-010-0675-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-010-0675-y","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.192.6544","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.192.6544","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.illigal.uiuc.edu/pub/papers/IlliGALs/2010002.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8979046529","display_name":"Centre for Plant Integrative Biology","funder_award_id":"BB/D019613/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W13915400","https://openalex.org/W55620472","https://openalex.org/W82518839","https://openalex.org/W85350352","https://openalex.org/W180797010","https://openalex.org/W585227903","https://openalex.org/W1479800076","https://openalex.org/W1483317606","https://openalex.org/W1490480679","https://openalex.org/W1499993284","https://openalex.org/W1507225143","https://openalex.org/W1507599800","https://openalex.org/W1517993545","https://openalex.org/W1525355351","https://openalex.org/W1530010412","https://openalex.org/W1534867582","https://openalex.org/W1534872837","https://openalex.org/W1536712125","https://openalex.org/W1540706608","https://openalex.org/W1550095046","https://openalex.org/W1552744153","https://openalex.org/W1566243137","https://openalex.org/W1580096766","https://openalex.org/W1601564256","https://openalex.org/W1606791384","https://openalex.org/W1864566053","https://openalex.org/W1941659294","https://openalex.org/W1999704304","https://openalex.org/W2008906462","https://openalex.org/W2027945080","https://openalex.org/W2034988421","https://openalex.org/W2054658115","https://openalex.org/W2056459786","https://openalex.org/W2057757994","https://openalex.org/W2090866850","https://openalex.org/W2091538242","https://openalex.org/W2096030104","https://openalex.org/W2096142265","https://openalex.org/W2097853599","https://openalex.org/W2099653669","https://openalex.org/W2110325328","https://openalex.org/W2114968414","https://openalex.org/W2126069686","https://openalex.org/W2126156330","https://openalex.org/W2127393768","https://openalex.org/W2146331737","https://openalex.org/W2146855196","https://openalex.org/W2148379945","https://openalex.org/W2159080219","https://openalex.org/W2161583846","https://openalex.org/W2165812926","https://openalex.org/W2165969821","https://openalex.org/W2167784169","https://openalex.org/W2172081677","https://openalex.org/W2173497437","https://openalex.org/W2468462628","https://openalex.org/W2497309206","https://openalex.org/W2752885492","https://openalex.org/W2894257070","https://openalex.org/W3022603917","https://openalex.org/W3140119090","https://openalex.org/W3154803405","https://openalex.org/W4205552234","https://openalex.org/W4292477447"],"related_works":["https://openalex.org/W2079670651","https://openalex.org/W2127049792","https://openalex.org/W7096660444","https://openalex.org/W2005526643","https://openalex.org/W2046655394","https://openalex.org/W2115167570","https://openalex.org/W2075288505","https://openalex.org/W7098673999","https://openalex.org/W7033405836","https://openalex.org/W2138894624"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}
