{"id":"https://openalex.org/W2341994964","doi":"https://doi.org/10.1007/s00500-016-2140-z","title":"Comparison of metamodeling techniques in evolutionary algorithms","display_name":"Comparison of metamodeling techniques in evolutionary algorithms","publication_year":2016,"publication_date":"2016-04-19","ids":{"openalex":"https://openalex.org/W2341994964","doi":"https://doi.org/10.1007/s00500-016-2140-z","mag":"2341994964"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-016-2140-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-016-2140-z","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/A5020421469","display_name":"Alan Diaz-Manr\u00edquez","orcid":"https://orcid.org/0000-0003-2847-8316"},"institutions":[{"id":"https://openalex.org/I65481309","display_name":"Autonomous University of Tamaulipas","ror":"https://ror.org/04hhneb29","country_code":"MX","type":"education","lineage":["https://openalex.org/I65481309"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alan D\u00edaz-Manr\u00edquez","raw_affiliation_strings":["Facultad de Ingenier\u00eda y Ciencias, Centro Universitario Victoria, Universidad Aut\u00f3noma de Tamaulipas, 87000, Cd. Victoria, Tamaulipas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda y Ciencias, Centro Universitario Victoria, Universidad Aut\u00f3noma de Tamaulipas, 87000, Cd. Victoria, Tamaulipas, Mexico","institution_ids":["https://openalex.org/I65481309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046224413","display_name":"Gregorio Toscano\u2010Pulido","orcid":"https://orcid.org/0000-0001-5311-8027"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gregorio Toscano","raw_affiliation_strings":["CINVESTAV-IPN, Unidad Tamaulipas, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, Km. 5.5 carretera Cd. Victoria-Soto La Marina, 87130, Cd. Victoria, Tamaulipas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN, Unidad Tamaulipas, Parque Cient\u00edfico y Tecnol\u00f3gico TECNOTAM, Km. 5.5 carretera Cd. Victoria-Soto La Marina, 87130, Cd. Victoria, Tamaulipas, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["Departamento de Computaci\u00f3n, CINVESTAV-IPN, Av. IPN No. 2508, Col. San Pedro Zacatenco, 07360, Mexico, DF, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computaci\u00f3n, CINVESTAV-IPN, Av. IPN No. 2508, Col. San Pedro Zacatenco, 07360, Mexico, DF, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020421469"],"corresponding_institution_ids":["https://openalex.org/I65481309"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.3213,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.96578819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"21","issue":"19","first_page":"5647","last_page":"5663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9969000220298767,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.7870901823043823},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7069957256317139},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.6662037372589111},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6322499513626099},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.6112659573554993},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5526184439659119},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.549934983253479},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5219687223434448},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.457931786775589},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43591466546058655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42509403824806213},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42136555910110474},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40022364258766174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.389107346534729},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38409650325775146},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3802682161331177},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3390195965766907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22789344191551208}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.7870901823043823},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7069957256317139},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6662037372589111},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6322499513626099},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6112659573554993},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5526184439659119},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.549934983253479},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5219687223434448},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.457931786775589},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43591466546058655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42509403824806213},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42136555910110474},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40022364258766174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.389107346534729},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38409650325775146},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3802682161331177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3390195965766907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22789344191551208},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-016-2140-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-016-2140-z","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":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W186032780","https://openalex.org/W192384649","https://openalex.org/W1489608363","https://openalex.org/W1491137673","https://openalex.org/W1559956479","https://openalex.org/W1589195638","https://openalex.org/W1595159159","https://openalex.org/W1738124305","https://openalex.org/W2018044188","https://openalex.org/W2020211902","https://openalex.org/W2024697317","https://openalex.org/W2038669746","https://openalex.org/W2039402529","https://openalex.org/W2044771513","https://openalex.org/W2055772055","https://openalex.org/W2064378738","https://openalex.org/W2078035571","https://openalex.org/W2090344516","https://openalex.org/W2095769364","https://openalex.org/W2096590200","https://openalex.org/W2098278207","https://openalex.org/W2102248717","https://openalex.org/W2102449518","https://openalex.org/W2112036188","https://openalex.org/W2122297020","https://openalex.org/W2145475762","https://openalex.org/W2148603752","https://openalex.org/W2156063987","https://openalex.org/W2160635375","https://openalex.org/W2235047952","https://openalex.org/W4230104359","https://openalex.org/W4301900956"],"related_works":["https://openalex.org/W3150130873","https://openalex.org/W2104827390","https://openalex.org/W2969571561","https://openalex.org/W2620550997","https://openalex.org/W2931365531","https://openalex.org/W1525931652","https://openalex.org/W2076301380","https://openalex.org/W3121339476","https://openalex.org/W3147153020","https://openalex.org/W206305700"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}