{"id":"https://openalex.org/W2947035475","doi":"https://doi.org/10.1007/978-3-030-18764-4_3","title":"Multi-objective Bayesian Optimization for Engineering Simulation","display_name":"Multi-objective Bayesian Optimization for Engineering Simulation","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2947035475","doi":"https://doi.org/10.1007/978-3-030-18764-4_3","mag":"2947035475"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-18764-4_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-18764-4_3","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":true,"oa_status":"green","oa_url":"https://biblio.ugent.be/publication/8694486","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023540077","display_name":"Joachim van der Herten","orcid":"https://orcid.org/0000-0001-7116-7850"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Joachim van der Herten","raw_affiliation_strings":["IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063607893","display_name":"Nicolas Knudde","orcid":"https://orcid.org/0000-0001-5322-5930"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nicolas Knudde","raw_affiliation_strings":["IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025390519","display_name":"Ivo Couckuyt","orcid":"https://orcid.org/0000-0002-9524-4205"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ivo Couckuyt","raw_affiliation_strings":["IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081846222","display_name":"Tom Dhaene","orcid":"https://orcid.org/0000-0003-2899-4636"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tom Dhaene","raw_affiliation_strings":["IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"IDLab, iGent Tower \u2013 Department of Electronics and Information Systems, Ghent University \u2013 imec, Technologiepark-Zwijnaarde 126, 9052, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023540077"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":1.9622,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85410796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"68"},"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":0.9980000257492065,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.8942520022392273},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.7816804051399231},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.6454008221626282},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.6061062216758728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5823186635971069},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.563425600528717},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.517231285572052},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.5066631436347961},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4880877733230591},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4480113983154297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41041100025177},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3993796706199646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3519291877746582},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3371732831001282},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23974701762199402},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1842118501663208}],"concepts":[{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.8942520022392273},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7816804051399231},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.6454008221626282},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6061062216758728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5823186635971069},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.563425600528717},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.517231285572052},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.5066631436347961},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4880877733230591},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4480113983154297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41041100025177},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3993796706199646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3519291877746582},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3371732831001282},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23974701762199402},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1842118501663208},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-18764-4_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-18764-4_3","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"},{"id":"pmh:oai:archive.ugent.be:8694486","is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/8694486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISBN: 9783030187644","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:archive.ugent.be:8694486","is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/8694486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISBN: 9783030187644","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W55912154","https://openalex.org/W111413457","https://openalex.org/W1172736100","https://openalex.org/W1510052597","https://openalex.org/W1518743186","https://openalex.org/W1529817821","https://openalex.org/W1549223806","https://openalex.org/W1585939719","https://openalex.org/W1693986406","https://openalex.org/W1894499353","https://openalex.org/W1999932625","https://openalex.org/W2018044188","https://openalex.org/W2029959045","https://openalex.org/W2038420231","https://openalex.org/W2050914643","https://openalex.org/W2060312275","https://openalex.org/W2066255661","https://openalex.org/W2079062761","https://openalex.org/W2098629435","https://openalex.org/W2098907614","https://openalex.org/W2111526171","https://openalex.org/W2125275885","https://openalex.org/W2126105956","https://openalex.org/W2131241448","https://openalex.org/W2136918060","https://openalex.org/W2139998722","https://openalex.org/W2142890639","https://openalex.org/W2148615815","https://openalex.org/W2151794096","https://openalex.org/W2156267707","https://openalex.org/W2168464387","https://openalex.org/W2221104225","https://openalex.org/W2260050452","https://openalex.org/W2467110937","https://openalex.org/W2508643976","https://openalex.org/W2540189295","https://openalex.org/W2555374257","https://openalex.org/W2950141829","https://openalex.org/W2951308445","https://openalex.org/W2952908320","https://openalex.org/W2953387878","https://openalex.org/W2964308928","https://openalex.org/W3023175681","https://openalex.org/W4211049957","https://openalex.org/W4249753629","https://openalex.org/W4252003911"],"related_works":["https://openalex.org/W2931365531","https://openalex.org/W3014573403","https://openalex.org/W4381941132","https://openalex.org/W2084593435","https://openalex.org/W2114881872","https://openalex.org/W2198736978","https://openalex.org/W3084133043","https://openalex.org/W2139145565","https://openalex.org/W2905297725","https://openalex.org/W4237912051"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
