{"id":"https://openalex.org/W2805951336","doi":"https://doi.org/10.1007/s10489-018-1193-3","title":"CMA evolution strategy assisted by kriging model and approximate ranking","display_name":"CMA evolution strategy assisted by kriging model and approximate ranking","publication_year":2018,"publication_date":"2018-06-08","ids":{"openalex":"https://openalex.org/W2805951336","doi":"https://doi.org/10.1007/s10489-018-1193-3","mag":"2805951336"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-018-1193-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-018-1193-3","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5030356525","display_name":"Changwu Huang","orcid":"https://orcid.org/0000-0003-3685-2822"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changwu Huang","raw_affiliation_strings":["Shenzhen Key Laboratory of Computational Intelligence, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China"],"raw_orcid":"https://orcid.org/0000-0003-3685-2822","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Computational Intelligence, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029255568","display_name":"Boucha\u00efb Radi","orcid":null},"institutions":[{"id":"https://openalex.org/I3129602810","display_name":"National School of Business and Management in Settat","ror":"https://ror.org/00yp89t60","country_code":"MA","type":"education","lineage":["https://openalex.org/I3129602810"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Boucha\u00efb Radi","raw_affiliation_strings":["LIMII, FST Settat, BP: 577, Route de Casa, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMII, FST Settat, BP: 577, Route de Casa, Settat, Morocco","institution_ids":["https://openalex.org/I3129602810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065682763","display_name":"Abdelkhalak El Hami","orcid":"https://orcid.org/0000-0001-8080-7952"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdelkhalak El Hami","raw_affiliation_strings":["INSA Rouen, LMN, Normandie University, 76000, Rouen, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSA Rouen, LMN, Normandie University, 76000, Rouen, France","institution_ids":["https://openalex.org/I4210105918","https://openalex.org/I62396329","https://openalex.org/I88814501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084546600","display_name":"Hao Bai","orcid":"https://orcid.org/0000-0003-3546-8802"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hao Bai","raw_affiliation_strings":["INSA Rouen, LMN, Normandie University, 76000, Rouen, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSA Rouen, LMN, Normandie University, 76000, Rouen, France","institution_ids":["https://openalex.org/I4210105918","https://openalex.org/I62396329","https://openalex.org/I88814501"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030356525"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.0875,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.88533246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"48","issue":"11","first_page":"4288","last_page":"4304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9976999759674072,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9894000291824341,"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/kriging","display_name":"Kriging","score":0.7421363592147827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6935485601425171},{"id":"https://openalex.org/keywords/cma-es","display_name":"CMA-ES","score":0.6577324867248535},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6159621477127075},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6104904413223267},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5583867430686951},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5536400675773621},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5030757784843445},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.48150357604026794},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4812993109226227},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.47976574301719666},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.43689581751823425},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.43046835064888},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37583354115486145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3361203670501709},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24437129497528076}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7421363592147827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6935485601425171},{"id":"https://openalex.org/C205555498","wikidata":"https://www.wikidata.org/wiki/Q505588","display_name":"CMA-ES","level":4,"score":0.6577324867248535},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6159621477127075},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6104904413223267},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5583867430686951},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5536400675773621},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5030757784843445},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.48150357604026794},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4812993109226227},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.47976574301719666},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43689581751823425},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.43046835064888},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37583354115486145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3361203670501709},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24437129497528076},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-018-1193-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-018-1193-3","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G8037027596","display_name":null,"funder_award_id":"201304490045","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W30779322","https://openalex.org/W39808511","https://openalex.org/W75550020","https://openalex.org/W102487131","https://openalex.org/W183097451","https://openalex.org/W408795090","https://openalex.org/W621499772","https://openalex.org/W643736081","https://openalex.org/W1502625828","https://openalex.org/W1502922572","https://openalex.org/W1510052597","https://openalex.org/W1514875444","https://openalex.org/W1558835275","https://openalex.org/W1559956479","https://openalex.org/W1576660662","https://openalex.org/W1580664041","https://openalex.org/W1583704618","https://openalex.org/W1591022951","https://openalex.org/W1692147971","https://openalex.org/W1952121574","https://openalex.org/W1956898038","https://openalex.org/W1981388088","https://openalex.org/W2011174137","https://openalex.org/W2012451526","https://openalex.org/W2017593540","https://openalex.org/W2017818133","https://openalex.org/W2018044188","https://openalex.org/W2074959697","https://openalex.org/W2092211810","https://openalex.org/W2092582887","https://openalex.org/W2098720801","https://openalex.org/W2112036188","https://openalex.org/W2119401655","https://openalex.org/W2132932473","https://openalex.org/W2266508565","https://openalex.org/W2336687883","https://openalex.org/W2396675612","https://openalex.org/W2500802564","https://openalex.org/W2508241630","https://openalex.org/W2525203296","https://openalex.org/W2609456856","https://openalex.org/W2679717297","https://openalex.org/W2734610626","https://openalex.org/W2912315457","https://openalex.org/W3113461067","https://openalex.org/W4240755598","https://openalex.org/W6600062588"],"related_works":["https://openalex.org/W2931365531","https://openalex.org/W3014573403","https://openalex.org/W4381941132","https://openalex.org/W2169974588","https://openalex.org/W2084593435","https://openalex.org/W2114881872","https://openalex.org/W3084133043","https://openalex.org/W2508241630","https://openalex.org/W2759101582","https://openalex.org/W2903759548"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}