{"id":"https://openalex.org/W2113348258","doi":"https://doi.org/10.1109/cec.2011.5949753","title":"ASM-MOMA: Multiobjective memetic algorithm with aggregate surrogate model","display_name":"ASM-MOMA: Multiobjective memetic algorithm with aggregate surrogate model","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2113348258","doi":"https://doi.org/10.1109/cec.2011.5949753","mag":"2113348258"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5082108573","display_name":"Martin Pil\u00e1t","orcid":"https://orcid.org/0000-0003-1239-1566"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Martin Pilat","raw_affiliation_strings":["Department of Theoretical Computer Science and Mathematical Logic, Faculty of Mathematics and Physics, Charles University Prague, Prague, Czech Republic","Department of Theoretical Computer, Science and Mathematical Logic, Faculty of Mathematics and Physics, Charles University in Prague, Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25, Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Theoretical Computer Science and Mathematical Logic, Faculty of Mathematics and Physics, Charles University Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Department of Theoretical Computer, Science and Mathematical Logic, Faculty of Mathematics and Physics, Charles University in Prague, Malostransk\u00e9 n\u00e1m\u011bst\u00ed 25, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037011091","display_name":"Roman Neruda","orcid":"https://orcid.org/0000-0003-2364-5357"},"institutions":[{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]},{"id":"https://openalex.org/I202391551","display_name":"Czech Academy of Sciences","ror":"https://ror.org/053avzc18","country_code":"CZ","type":"funder","lineage":["https://openalex.org/I202391551"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Neruda","raw_affiliation_strings":["Institute of Computer Science, Academy of Sciences\uc2a0of the\uc2a0Czech Republic, Prague, Czech Republic","Institute of Computer Science, Academy of Sciences of the Czech Republic, Pod Vod\u00e1renskou v\u011b\u017e\u00ed 2, Prague 8, Czech Republic#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Academy of Sciences\uc2a0of the\uc2a0Czech Republic, Prague, Czech Republic","institution_ids":["https://openalex.org/I4210155092"]},{"raw_affiliation_string":"Institute of Computer Science, Academy of Sciences of the Czech Republic, Pod Vod\u00e1renskou v\u011b\u017e\u00ed 2, Prague 8, Czech Republic#TAB#","institution_ids":["https://openalex.org/I202391551"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082108573"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":null,"apc_paid":null,"fwci":2.9252,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91158773,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6457","issue":null,"first_page":"1202","last_page":"1208"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9943000078201294,"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":0.9882000088691711,"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.8116063475608826},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7093912363052368},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.673989474773407},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6630657911300659},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.651097297668457},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.6233582496643066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5871203541755676},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.4702671468257904},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4655981957912445},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4190504848957062},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4100549817085266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34986716508865356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3182966113090515}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.8116063475608826},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7093912363052368},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.673989474773407},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6630657911300659},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.651097297668457},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.6233582496643066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5871203541755676},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.4702671468257904},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4655981957912445},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4190504848957062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4100549817085266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34986716508865356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3182966113090515},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2011.5949753","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949753","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:asep.lib.cas.cz:CavUnEpca/0375286","is_oa":false,"landing_page_url":"http://hdl.handle.net/11104/0207983","pdf_url":null,"source":{"id":"https://openalex.org/S7407055266","display_name":"ASEP","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W186032780","https://openalex.org/W225560312","https://openalex.org/W1522538275","https://openalex.org/W1558919105","https://openalex.org/W1585939719","https://openalex.org/W1588375755","https://openalex.org/W1605839178","https://openalex.org/W1964357740","https://openalex.org/W1968842308","https://openalex.org/W1999480972","https://openalex.org/W2000503034","https://openalex.org/W2032257017","https://openalex.org/W2036476072","https://openalex.org/W2037043148","https://openalex.org/W2070771761","https://openalex.org/W2111526171","https://openalex.org/W2124776405","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2133990480","https://openalex.org/W2136918060","https://openalex.org/W2167159964","https://openalex.org/W2285257517","https://openalex.org/W2305092067","https://openalex.org/W2751318774","https://openalex.org/W2794503197","https://openalex.org/W4384435595","https://openalex.org/W6608886761","https://openalex.org/W6631460888","https://openalex.org/W6633513437","https://openalex.org/W6635097213","https://openalex.org/W6635433731","https://openalex.org/W6641163509","https://openalex.org/W6659745226","https://openalex.org/W6676136274"],"related_works":["https://openalex.org/W2904131175","https://openalex.org/W115040951","https://openalex.org/W4242383018","https://openalex.org/W2077418700","https://openalex.org/W2102350580","https://openalex.org/W2008607212","https://openalex.org/W2095089069","https://openalex.org/W4211189042","https://openalex.org/W4211145153","https://openalex.org/W2097377934"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms":[1],"generally":[2],"require":[3],"a":[4,25,39,51],"large":[5],"number":[6,86],"of":[7,24,30,61,87],"objective":[8,32,89],"function":[9,90],"evaluations":[10,18,23],"which":[11],"can":[12,19],"be":[13,20],"costly":[14],"in":[15],"practice.":[16],"These":[17],"replaced":[21],"by":[22],"cheaper":[26],"meta-model":[27],"(surrogate":[28],"model)":[29],"the":[31,62,69,85],"functions.":[33],"In":[34],"this":[35,57],"paper":[36],"we":[37],"present":[38],"novel":[40],"distance":[41],"based":[42,55],"aggregate":[43],"surrogate":[44],"model":[45],"for":[46],"multiobjective":[47,53,75],"optimization":[48],"and":[49,66,68],"describe":[50],"memetic":[52],"algorithm":[54,70,82],"on":[56],"model.":[58],"Various":[59],"variants":[60],"models":[63],"are":[64],"tested":[65],"discussed":[67],"is":[71],"compared":[72],"to":[73],"standard":[74],"evolutionary":[76],"algorithms.":[77],"We":[78],"show":[79],"that":[80],"our":[81],"greatly":[83],"reduces":[84],"required":[88],"evaluations.":[91]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":5}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
