{"id":"https://openalex.org/W3040279756","doi":"https://doi.org/10.1145/3377930.3389807","title":"CMA-ES for one-class constraint synthesis","display_name":"CMA-ES for one-class constraint synthesis","publication_year":2020,"publication_date":"2020-06-25","ids":{"openalex":"https://openalex.org/W3040279756","doi":"https://doi.org/10.1145/3377930.3389807","mag":"3040279756"},"language":"en","primary_location":{"id":"doi:10.1145/3377930.3389807","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377930.3389807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","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/A5080109415","display_name":"Marcin Karmelita","orcid":null},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marcin Karmelita","raw_affiliation_strings":["Poznan University of Technology, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Poznan University of Technology, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079242784","display_name":"Tomasz P. Pawlak","orcid":"https://orcid.org/0000-0002-8353-0562"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz P. Pawlak","raw_affiliation_strings":["Poznan University of Technology, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Poznan University of Technology, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080109415"],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":0.2718,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63859891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"859","last_page":"867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9876999855041504,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9876999855041504,"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":0.9800999760627747,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.97079998254776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7138917446136475},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6746554970741272},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.6567018628120422},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6326084733009338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.594758152961731},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5946294069290161},{"id":"https://openalex.org/keywords/cma-es","display_name":"CMA-ES","score":0.5716979503631592},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5447550415992737},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.45647531747817993},{"id":"https://openalex.org/keywords/constraint-programming","display_name":"Constraint programming","score":0.4534374475479126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3307715356349945},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.3290097117424011},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29679256677627563},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.29411062598228455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21158474683761597},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.08521315455436707},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0625072717666626}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7138917446136475},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6746554970741272},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.6567018628120422},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6326084733009338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.594758152961731},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5946294069290161},{"id":"https://openalex.org/C205555498","wikidata":"https://www.wikidata.org/wiki/Q505588","display_name":"CMA-ES","level":4,"score":0.5716979503631592},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5447550415992737},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.45647531747817993},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.4534374475479126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3307715356349945},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.3290097117424011},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29679256677627563},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.29411062598228455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21158474683761597},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.08521315455436707},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0625072717666626},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377930.3389807","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377930.3389807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.41999998688697815,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G7051420374","display_name":null,"funder_award_id":"2016/23/D/ST6/03735","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W102487131","https://openalex.org/W137249086","https://openalex.org/W141304919","https://openalex.org/W1504694836","https://openalex.org/W1523751874","https://openalex.org/W1576660662","https://openalex.org/W2009207944","https://openalex.org/W2027649639","https://openalex.org/W2049633694","https://openalex.org/W2071676345","https://openalex.org/W2098250644","https://openalex.org/W2108004346","https://openalex.org/W2124776405","https://openalex.org/W2126105956","https://openalex.org/W2142047467","https://openalex.org/W2144476245","https://openalex.org/W2158797600","https://openalex.org/W2222512263","https://openalex.org/W2232834753","https://openalex.org/W2317131589","https://openalex.org/W2520858206","https://openalex.org/W2590041095","https://openalex.org/W2604349812","https://openalex.org/W2790167826","https://openalex.org/W2800045081","https://openalex.org/W2800792697","https://openalex.org/W2809709274","https://openalex.org/W2886599842","https://openalex.org/W2912248191","https://openalex.org/W3104422614","https://openalex.org/W4206080774","https://openalex.org/W4234556776","https://openalex.org/W4243932450","https://openalex.org/W4255529553","https://openalex.org/W4300568640","https://openalex.org/W4407878857","https://openalex.org/W6893603746","https://openalex.org/W6930768554"],"related_works":["https://openalex.org/W1492325323","https://openalex.org/W1579744901","https://openalex.org/W2510724351","https://openalex.org/W3087341323","https://openalex.org/W2465356436","https://openalex.org/W2552260697","https://openalex.org/W2078076985","https://openalex.org/W2592891920","https://openalex.org/W2734610626","https://openalex.org/W2508241630"],"abstract_inverted_index":{"We":[0],"propose":[1],"CMA-ES":[2],"for":[3,49,85],"One-Class":[4],"Constraint":[5],"Synthesis":[6],"(CMAESOCCS),":[7],"a":[8,33,57,78,83,86,97],"method":[9],"that":[10],"synthesizes":[11,44],"Mixed-Integer":[12],"Linear":[13,46],"Programming":[14,47],"(MILP)":[15],"model":[16,23,84],"from":[17],"exemplary":[18],"feasible":[19],"solutions":[20],"to":[21,96],"this":[22,42],"using":[24,65],"Covariance":[25],"Matrix":[26],"Adaptation":[27],"-":[28],"Evolutionary":[29],"Strategy":[30],"(CMA-ES).":[31],"Given":[32],"one-class":[34],"training":[35],"set,":[36,43],"CMAESOCCS":[37,61,73],"adaptively":[38],"detects":[39],"partitions":[40,51],"in":[41],"independent":[45],"models":[48,55],"all":[50],"and":[52],"merges":[53],"these":[54],"into":[56],"single":[58],"MILP":[59],"model.":[60],"is":[62,74],"evaluated":[63],"experimentally":[64],"synthetic":[66],"problems.":[67],"A":[68],"practical":[69],"use":[70],"case":[71],"of":[72,80,82],"demonstrated":[75],"based":[76],"on":[77],"problem":[79],"synthesis":[81],"rice":[87],"farm.":[88],"The":[89],"obtained":[90],"results":[91],"are":[92],"competitive":[93],"when":[94],"compared":[95],"state-of-the-art":[98],"method.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
