{"id":"https://openalex.org/W4319239093","doi":"https://doi.org/10.1007/978-3-031-24866-5_26","title":"Comparing Surrogate Models for\u00a0Tuning Optimization Algorithms","display_name":"Comparing Surrogate Models for\u00a0Tuning Optimization Algorithms","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4319239093","doi":"https://doi.org/10.1007/978-3-031-24866-5_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-24866-5_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24866-5_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","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/A5031002887","display_name":"Gustavo Delazeri","orcid":"https://orcid.org/0000-0001-9439-3113"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Delazeri","raw_affiliation_strings":["Instituto de Inform\u00e1tica, Universidade Federal do Rio Grande so Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal do Rio Grande so Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723","https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086717490","display_name":"Marcus Ritt","orcid":"https://orcid.org/0000-0001-7894-1634"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]},{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Marcus Ritt","raw_affiliation_strings":["Instituto de Inform\u00e1tica, Universidade Federal do Rio Grande so Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal do Rio Grande so Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723","https://openalex.org/I126460647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102013414","display_name":"Marcelo de Souza","orcid":"https://orcid.org/0000-0002-0786-2127"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo de Souza","raw_affiliation_strings":["Departamento de Engenharia de Software, Universidade do Estado de Santa Catarina, Ibirama, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia de Software, Universidade do Estado de Santa Catarina, Ibirama, Brazil","institution_ids":["https://openalex.org/I164790352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086717490"],"corresponding_institution_ids":["https://openalex.org/I126460647","https://openalex.org/I130442723"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6638,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76962419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"347","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991000294685364,"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":0.9991000294685364,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9962000250816345,"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":0.9958999752998352,"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/computer-science","display_name":"Computer science","score":0.7343019247055054},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.5502087473869324},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5475918650627136},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5025415420532227},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4925616383552551},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.42387112975120544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40672022104263306},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.369090735912323},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32998186349868774},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12584668397903442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7343019247055054},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.5502087473869324},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5475918650627136},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5025415420532227},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4925616383552551},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.42387112975120544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40672022104263306},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.369090735912323},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32998186349868774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12584668397903442},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-24866-5_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24866-5_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6499999761581421,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W1495775210","https://openalex.org/W1573878755","https://openalex.org/W1985514943","https://openalex.org/W2017708378","https://openalex.org/W2112036188","https://openalex.org/W2139059344","https://openalex.org/W2141119792","https://openalex.org/W2147169375","https://openalex.org/W2157395790","https://openalex.org/W2163952039","https://openalex.org/W2194775991","https://openalex.org/W2295272781","https://openalex.org/W2295598076","https://openalex.org/W2604867865","https://openalex.org/W2888172571","https://openalex.org/W2889510677","https://openalex.org/W2911495555","https://openalex.org/W2913954081","https://openalex.org/W2949676527","https://openalex.org/W2950680102","https://openalex.org/W2960884156","https://openalex.org/W2964281761","https://openalex.org/W3102027041","https://openalex.org/W3200635595","https://openalex.org/W4213452926","https://openalex.org/W4299796063","https://openalex.org/W6675354045","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2073713056","https://openalex.org/W3110702597","https://openalex.org/W2125620709","https://openalex.org/W2110441383","https://openalex.org/W2045932760","https://openalex.org/W4233149903","https://openalex.org/W2326878701","https://openalex.org/W4293864700","https://openalex.org/W2184228419","https://openalex.org/W67445448"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
