{"id":"https://openalex.org/W1529808675","doi":"https://doi.org/10.1007/978-3-540-85068-7_5","title":"Linkage Learning Accuracy in the Bayesian Optimization Algorithm","display_name":"Linkage Learning Accuracy in the Bayesian Optimization Algorithm","publication_year":2008,"publication_date":"2008-09-10","ids":{"openalex":"https://openalex.org/W1529808675","doi":"https://doi.org/10.1007/978-3-540-85068-7_5","mag":"1529808675"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-85068-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85068-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","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/A5103346127","display_name":"Cl\u00e1udio F. Lima","orcid":null},"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":"Claudio F. Lima","raw_affiliation_strings":["University of Algarve, Portugal","[University of Algarve]"],"affiliations":[{"raw_affiliation_string":"University of Algarve, Portugal","institution_ids":["https://openalex.org/I71503853"]},{"raw_affiliation_string":"[University of Algarve]","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"},"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"]},{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Pelikan","raw_affiliation_strings":["University of Missouri at St. Louis, USA","Univ. of Missouri at St. Louis"],"affiliations":[{"raw_affiliation_string":"University of Missouri at St. Louis, USA","institution_ids":["https://openalex.org/I208333798"]},{"raw_affiliation_string":"Univ. of Missouri at St. Louis","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110057218","display_name":"David E. Goldberg","orcid":null},"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":false,"raw_author_name":"David E. Goldberg","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA","University of Illinois at Urbana Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052467196","display_name":"Fernando G. Lobo","orcid":"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":false,"raw_author_name":"Fernando G. Lobo","raw_affiliation_strings":["University of Algarve, Portugal","[University of Algarve]"],"affiliations":[{"raw_affiliation_string":"University of Algarve, Portugal","institution_ids":["https://openalex.org/I71503853"]},{"raw_affiliation_string":"[University of Algarve]","institution_ids":["https://openalex.org/I71503853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109916092","display_name":"Kumara Sastry","orcid":null},"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":false,"raw_author_name":"Kumara Sastry","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, USA","University of Illinois at Urbana Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058368934","display_name":"Mark W. Hauschild","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]},{"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":false,"raw_author_name":"Mark Hauschild","raw_affiliation_strings":["University of Missouri at St. Louis, USA","Univ. of Missouri at St. Louis"],"affiliations":[{"raw_affiliation_string":"University of Missouri at St. Louis, USA","institution_ids":["https://openalex.org/I208333798"]},{"raw_affiliation_string":"Univ. of Missouri at St. Louis","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103346127"],"corresponding_institution_ids":["https://openalex.org/I71503853"],"apc_list":null,"apc_paid":null,"fwci":0.2788,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53884774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9936000108718872,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.992900013923645,"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/tournament","display_name":"Tournament","score":0.8828430771827698},{"id":"https://openalex.org/keywords/tournament-selection","display_name":"Tournament selection","score":0.7934682965278625},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7664082050323486},{"id":"https://openalex.org/keywords/truncation-selection","display_name":"Truncation selection","score":0.653821587562561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5977759957313538},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5741389989852905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5644291043281555},{"id":"https://openalex.org/keywords/linkage","display_name":"Linkage (software)","score":0.5121583938598633},{"id":"https://openalex.org/keywords/fitness-proportionate-selection","display_name":"Fitness proportionate selection","score":0.48301610350608826},{"id":"https://openalex.org/keywords/truncation","display_name":"Truncation (statistics)","score":0.4761333763599396},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.47194403409957886},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44031837582588196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22932547330856323},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.1416366696357727},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1259458363056183}],"concepts":[{"id":"https://openalex.org/C136975688","wikidata":"https://www.wikidata.org/wiki/Q1320634","display_name":"Tournament","level":2,"score":0.8828430771827698},{"id":"https://openalex.org/C165661538","wikidata":"https://www.wikidata.org/wiki/Q7829327","display_name":"Tournament selection","level":3,"score":0.7934682965278625},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7664082050323486},{"id":"https://openalex.org/C106284839","wikidata":"https://www.wikidata.org/wiki/Q7847936","display_name":"Truncation selection","level":3,"score":0.653821587562561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5977759957313538},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5741389989852905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5644291043281555},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.5121583938598633},{"id":"https://openalex.org/C99701942","wikidata":"https://www.wikidata.org/wiki/Q5455479","display_name":"Fitness proportionate selection","level":4,"score":0.48301610350608826},{"id":"https://openalex.org/C106195933","wikidata":"https://www.wikidata.org/wiki/Q7847935","display_name":"Truncation (statistics)","level":2,"score":0.4761333763599396},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.47194403409957886},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44031837582588196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22932547330856323},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.1416366696357727},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1259458363056183},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-85068-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85068-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W55620472","https://openalex.org/W98056105","https://openalex.org/W180797010","https://openalex.org/W1479800076","https://openalex.org/W1483317606","https://openalex.org/W1499993284","https://openalex.org/W1507599800","https://openalex.org/W1525355351","https://openalex.org/W1534867582","https://openalex.org/W1536712125","https://openalex.org/W1540706608","https://openalex.org/W1543258308","https://openalex.org/W1550095046","https://openalex.org/W1566243137","https://openalex.org/W1580096766","https://openalex.org/W1584428002","https://openalex.org/W1601564256","https://openalex.org/W1606791384","https://openalex.org/W1698663318","https://openalex.org/W1864566053","https://openalex.org/W1886554846","https://openalex.org/W1999704304","https://openalex.org/W2008906462","https://openalex.org/W2027945080","https://openalex.org/W2034988421","https://openalex.org/W2079670651","https://openalex.org/W2096030104","https://openalex.org/W2097853599","https://openalex.org/W2113046796","https://openalex.org/W2126069686","https://openalex.org/W2159080219","https://openalex.org/W2165812926","https://openalex.org/W2167784169","https://openalex.org/W2170112109","https://openalex.org/W2325535142","https://openalex.org/W2414365832","https://openalex.org/W2468462628","https://openalex.org/W2491502393","https://openalex.org/W2533013730","https://openalex.org/W2561675875","https://openalex.org/W2894257070","https://openalex.org/W3004042307","https://openalex.org/W3140119090","https://openalex.org/W3154803405","https://openalex.org/W4233925078","https://openalex.org/W4292477447"],"related_works":["https://openalex.org/W3029891807","https://openalex.org/W4200573379","https://openalex.org/W1589065806","https://openalex.org/W2071806120","https://openalex.org/W4285805368","https://openalex.org/W2350426988","https://openalex.org/W2135808265","https://openalex.org/W1599846717","https://openalex.org/W2022626399","https://openalex.org/W1572785861"],"abstract_inverted_index":null,"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
