{"id":"https://openalex.org/W2913831783","doi":"https://doi.org/10.1007/s00500-019-03783-0","title":"A comparison of quality measures for model selection in surrogate-assisted evolutionary algorithm","display_name":"A comparison of quality measures for model selection in surrogate-assisted evolutionary algorithm","publication_year":2019,"publication_date":"2019-01-23","ids":{"openalex":"https://openalex.org/W2913831783","doi":"https://doi.org/10.1007/s00500-019-03783-0","mag":"2913831783"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-019-03783-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-019-03783-0","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","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/A5102028385","display_name":"Haibo Yu","orcid":"https://orcid.org/0000-0003-2638-6485"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haibo Yu","raw_affiliation_strings":["School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan, 030024, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023089209","display_name":"Ying Tan","orcid":"https://orcid.org/0000-0001-8243-4731"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Tan","raw_affiliation_strings":["Division of Industrial and System Engineering, Taiyuan University of Science and Technology, Taiyuan, 030024, China"],"affiliations":[{"raw_affiliation_string":"Division of Industrial and System Engineering, Taiyuan University of Science and Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083616531","display_name":"Chaoli Sun","orcid":"https://orcid.org/0000-0002-8011-8222"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoli Sun","raw_affiliation_strings":["School of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan, 030024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101607166","display_name":"Jianchao Zeng","orcid":"https://orcid.org/0000-0001-5319-0635"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchao Zeng","raw_affiliation_strings":["School of Computer Science and Control Engineering, North University of China, Taiyuan, 030051, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Control Engineering, North University of China, Taiyuan, 030051, China","institution_ids":["https://openalex.org/I135714990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102028385"],"corresponding_institution_ids":["https://openalex.org/I46305995"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.7999,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.74049184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","issue":"23","first_page":"12417","last_page":"12436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9934999942779541,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9807000160217285,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.7218659520149231},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6256380081176758},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6254952549934387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6143786311149597},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6009053587913513},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5814595222473145},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5550916194915771},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5322439670562744},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4887349605560303},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.457019567489624},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4540078341960907},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.42321962118148804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3846861720085144},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3556743860244751},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3464089334011078},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23224586248397827}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.7218659520149231},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6256380081176758},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6254952549934387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143786311149597},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6009053587913513},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5814595222473145},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5550916194915771},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5322439670562744},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4887349605560303},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.457019567489624},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4540078341960907},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.42321962118148804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3846861720085144},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3556743860244751},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3464089334011078},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23224586248397827},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-019-03783-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-019-03783-0","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2899462096","display_name":null,"funder_award_id":"61472269","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4088455851","display_name":null,"funder_award_id":"61403272","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335661","display_name":"State Key Laboratory of Synthetical Automation for Process Industries","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W39808511","https://openalex.org/W42316988","https://openalex.org/W252596131","https://openalex.org/W576725583","https://openalex.org/W1510052597","https://openalex.org/W1517548193","https://openalex.org/W1523268505","https://openalex.org/W1565220935","https://openalex.org/W1758072178","https://openalex.org/W1907706552","https://openalex.org/W1969968714","https://openalex.org/W1984753492","https://openalex.org/W1995945562","https://openalex.org/W2000503034","https://openalex.org/W2001842014","https://openalex.org/W2010014459","https://openalex.org/W2011174137","https://openalex.org/W2012451526","https://openalex.org/W2018044188","https://openalex.org/W2024697317","https://openalex.org/W2031569136","https://openalex.org/W2048711666","https://openalex.org/W2050521810","https://openalex.org/W2055664435","https://openalex.org/W2057639762","https://openalex.org/W2058847030","https://openalex.org/W2059717747","https://openalex.org/W2077573719","https://openalex.org/W2087148061","https://openalex.org/W2088087601","https://openalex.org/W2093229042","https://openalex.org/W2096166399","https://openalex.org/W2097812610","https://openalex.org/W2098278207","https://openalex.org/W2110194546","https://openalex.org/W2121379050","https://openalex.org/W2136918060","https://openalex.org/W2145475762","https://openalex.org/W2154047522","https://openalex.org/W2156762405","https://openalex.org/W2170333278","https://openalex.org/W2341994964","https://openalex.org/W2418610392","https://openalex.org/W2589084839","https://openalex.org/W2593192889","https://openalex.org/W2605777387","https://openalex.org/W2679717297","https://openalex.org/W2736051341","https://openalex.org/W2739195381","https://openalex.org/W2760297740","https://openalex.org/W2797563284","https://openalex.org/W2800879376","https://openalex.org/W2801960628","https://openalex.org/W2885582368"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W3192856315","https://openalex.org/W4293363729","https://openalex.org/W184794749","https://openalex.org/W1560122427","https://openalex.org/W2802808995"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
