{"id":"https://openalex.org/W4385355432","doi":"https://doi.org/10.1007/978-3-031-25263-1_10","title":"Bayesian Optimization","display_name":"Bayesian Optimization","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385355432","doi":"https://doi.org/10.1007/978-3-031-25263-1_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-25263-1_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-25263-1_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210186097","display_name":"Natural computing series","issn_l":"1619-7127","issn":["1619-7127","2627-6461"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Computing Series","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/A5019848399","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0003-4048-0718"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Niels Bohrweg 1, 2333, Leiden, CA, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Niels Bohrweg 1, 2333, Leiden, CA, The Netherlands","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077564991","display_name":"Kaifeng Yang","orcid":"https://orcid.org/0000-0002-3353-3298"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kaifeng Yang","raw_affiliation_strings":["University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019848399"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":96.9137,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"271","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9977999925613403,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9965000152587891,"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/bayesian-optimization","display_name":"Bayesian optimization","score":0.9148076772689819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.65789395570755},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6352962255477905},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.5511646866798401},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5456585884094238},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5175732374191284},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.485797643661499},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4773171842098236},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46832993626594543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4360061287879944},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.41706788539886475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39031559228897095},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2664473056793213},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18453335762023926}],"concepts":[{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.9148076772689819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65789395570755},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6352962255477905},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.5511646866798401},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5456585884094238},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5175732374191284},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.485797643661499},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4773171842098236},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46832993626594543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4360061287879944},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.41706788539886475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39031559228897095},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2664473056793213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18453335762023926},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-25263-1_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-25263-1_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210186097","display_name":"Natural computing series","issn_l":"1619-7127","issn":["1619-7127","2627-6461"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Computing Series","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W55912154","https://openalex.org/W60686164","https://openalex.org/W61667912","https://openalex.org/W100047375","https://openalex.org/W135104305","https://openalex.org/W173262641","https://openalex.org/W1480330138","https://openalex.org/W1483627327","https://openalex.org/W1510052597","https://openalex.org/W1555080919","https://openalex.org/W1559956479","https://openalex.org/W1588959569","https://openalex.org/W1975904784","https://openalex.org/W1984444191","https://openalex.org/W2008499862","https://openalex.org/W2024008934","https://openalex.org/W2025561056","https://openalex.org/W2029959045","https://openalex.org/W2030006024","https://openalex.org/W2051821221","https://openalex.org/W2056371558","https://openalex.org/W2060568485","https://openalex.org/W2073583081","https://openalex.org/W2076350013","https://openalex.org/W2098629435","https://openalex.org/W2098907614","https://openalex.org/W2100228661","https://openalex.org/W2102539288","https://openalex.org/W2105245738","https://openalex.org/W2106334424","https://openalex.org/W2108048419","https://openalex.org/W2111526171","https://openalex.org/W2127474646","https://openalex.org/W2135974394","https://openalex.org/W2136918060","https://openalex.org/W2138537392","https://openalex.org/W2139983718","https://openalex.org/W2143381319","https://openalex.org/W2151238122","https://openalex.org/W2151263643","https://openalex.org/W2191881503","https://openalex.org/W2192203593","https://openalex.org/W2201048008","https://openalex.org/W2314046539","https://openalex.org/W2343601797","https://openalex.org/W2522830361","https://openalex.org/W2533997953","https://openalex.org/W2548304608","https://openalex.org/W2557256288","https://openalex.org/W2559173494","https://openalex.org/W2589080402","https://openalex.org/W2767901400","https://openalex.org/W2773031903","https://openalex.org/W2781580213","https://openalex.org/W2781953303","https://openalex.org/W2785988364","https://openalex.org/W2802235618","https://openalex.org/W2807637204","https://openalex.org/W2883518737","https://openalex.org/W2885225402","https://openalex.org/W2885668325","https://openalex.org/W2897375082","https://openalex.org/W2898416733","https://openalex.org/W2900306973","https://openalex.org/W2902095000","https://openalex.org/W2911566071","https://openalex.org/W2911580050","https://openalex.org/W2911964244","https://openalex.org/W2914865801","https://openalex.org/W2941114335","https://openalex.org/W2945790622","https://openalex.org/W2947387656","https://openalex.org/W2953460162","https://openalex.org/W2962824535","https://openalex.org/W2963384660","https://openalex.org/W2964024268","https://openalex.org/W2967072703","https://openalex.org/W3004157659","https://openalex.org/W3005128714","https://openalex.org/W3007582434","https://openalex.org/W3014388520","https://openalex.org/W3035520687","https://openalex.org/W3039634465","https://openalex.org/W3087999580","https://openalex.org/W3099563879","https://openalex.org/W3099988708","https://openalex.org/W3101993717","https://openalex.org/W3105444733","https://openalex.org/W3120951225","https://openalex.org/W4206212643","https://openalex.org/W4211049957","https://openalex.org/W4238746485","https://openalex.org/W4241971694","https://openalex.org/W4249753629","https://openalex.org/W4252003911","https://openalex.org/W6601979399","https://openalex.org/W6603590957","https://openalex.org/W6632541667","https://openalex.org/W6813649573"],"related_works":["https://openalex.org/W4380627621","https://openalex.org/W4292081304","https://openalex.org/W2950792054","https://openalex.org/W2090178682","https://openalex.org/W3187720583","https://openalex.org/W4318703531","https://openalex.org/W4252419006","https://openalex.org/W4304194161","https://openalex.org/W4241467429","https://openalex.org/W2809500545"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":54},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}
