{"id":"https://openalex.org/W2548533198","doi":"https://doi.org/10.1007/978-3-319-29975-4_15","title":"On Sampling Methods for Costly Multi-Objective Black-Box Optimization","display_name":"On Sampling Methods for Costly Multi-Objective Black-Box Optimization","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2548533198","doi":"https://doi.org/10.1007/978-3-319-29975-4_15","mag":"2548533198"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-29975-4_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-29975-4_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210186983","display_name":"Springer optimization and its applications","issn_l":"1931-6828","issn":["1931-6828","1931-6836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Optimization and Its Applications","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/A5022764507","display_name":"Ingrida Steponavi\u010d\u0117","orcid":"https://orcid.org/0000-0001-8912-2597"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ingrida Steponavi\u010d\u0117","raw_affiliation_strings":["School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073269675","display_name":"Mojdeh Shirazi-Manesh","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mojdeh Shirazi-Manesh","raw_affiliation_strings":["School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009379140","display_name":"Rob J. Hyndman","orcid":"https://orcid.org/0000-0002-2140-5352"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rob J. Hyndman","raw_affiliation_strings":["Department of Econometrics and Business Statistics, Monash University, Wellington Road, Clayton, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Econometrics and Business Statistics, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039491324","display_name":"Kate Smith\u2010Miles","orcid":"https://orcid.org/0000-0003-2718-7680"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kate Smith-Miles","raw_affiliation_strings":["School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063451556","display_name":"Laura Villanova","orcid":"https://orcid.org/0000-0003-1841-1249"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Laura Villanova","raw_affiliation_strings":["School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022764507"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":3.4937,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93208184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"296"},"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":0.9994000196456909,"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":0.9958999752998352,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7714561820030212},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6851731538772583},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.6487710475921631},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6393737196922302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.628497838973999},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5255476236343384},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.49419739842414856},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4795489013195038},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47033390402793884},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.41710615158081055},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3016972839832306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24095472693443298},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2265273928642273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1952376663684845}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7714561820030212},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6851731538772583},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.6487710475921631},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6393737196922302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.628497838973999},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5255476236343384},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.49419739842414856},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4795489013195038},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47033390402793884},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.41710615158081055},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3016972839832306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24095472693443298},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2265273928642273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1952376663684845},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-29975-4_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-29975-4_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210186983","display_name":"Springer optimization and its applications","issn_l":"1931-6828","issn":["1931-6828","1931-6836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Optimization and Its Applications","raw_type":"book-chapter"},{"id":"pmh:oai:RePEc:spr:spochp:978-3-319-29975-4_15","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"book"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W53915089","https://openalex.org/W61959169","https://openalex.org/W1424654272","https://openalex.org/W1522489790","https://openalex.org/W1553573873","https://openalex.org/W1558919105","https://openalex.org/W1564638059","https://openalex.org/W1571883544","https://openalex.org/W1580090600","https://openalex.org/W1647779468","https://openalex.org/W1917724917","https://openalex.org/W1967287635","https://openalex.org/W1977339184","https://openalex.org/W1984576194","https://openalex.org/W1994665973","https://openalex.org/W1999315766","https://openalex.org/W2000836282","https://openalex.org/W2001591765","https://openalex.org/W2002869412","https://openalex.org/W2017001763","https://openalex.org/W2018044188","https://openalex.org/W2024974798","https://openalex.org/W2028263671","https://openalex.org/W2028939215","https://openalex.org/W2038669746","https://openalex.org/W2043419861","https://openalex.org/W2044973463","https://openalex.org/W2051591670","https://openalex.org/W2053934160","https://openalex.org/W2054820883","https://openalex.org/W2056145269","https://openalex.org/W2067000587","https://openalex.org/W2073933127","https://openalex.org/W2076710949","https://openalex.org/W2093625674","https://openalex.org/W2098907614","https://openalex.org/W2101853697","https://openalex.org/W2107845890","https://openalex.org/W2111526171","https://openalex.org/W2116442710","https://openalex.org/W2116975029","https://openalex.org/W2120176508","https://openalex.org/W2124741347","https://openalex.org/W2126736494","https://openalex.org/W2138309709","https://openalex.org/W2143185749","https://openalex.org/W2158078248","https://openalex.org/W2378238380","https://openalex.org/W2611243847","https://openalex.org/W2903406630","https://openalex.org/W4231000141","https://openalex.org/W4242484299","https://openalex.org/W4248911614","https://openalex.org/W4256495360","https://openalex.org/W4300580367"],"related_works":["https://openalex.org/W4385437088","https://openalex.org/W4225799919","https://openalex.org/W2996366161","https://openalex.org/W2341136212","https://openalex.org/W3103120015","https://openalex.org/W2207859038","https://openalex.org/W1999480972","https://openalex.org/W4224923174","https://openalex.org/W2338031201","https://openalex.org/W2142844925"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
