{"id":"https://openalex.org/W4385196208","doi":"https://doi.org/10.1145/3583133.3590626","title":"Multiobjective coevolutionary training of Generative Adversarial Networks","display_name":"Multiobjective coevolutionary training of Generative Adversarial Networks","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385196208","doi":"https://doi.org/10.1145/3583133.3590626"},"language":"en","primary_location":{"id":"doi:10.1145/3583133.3590626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583133.3590626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3590626","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3590626","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092529968","display_name":"Guillermo Ripa","orcid":"https://orcid.org/0009-0005-1907-600X"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Guillermo Ripa","raw_affiliation_strings":["Universidad de la Rep\u00fablica, Montevideo, Uruguay"],"raw_orcid":"https://orcid.org/0009-0005-1907-600X","affiliations":[{"raw_affiliation_string":"Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092529969","display_name":"Agust\u00edn Mautone","orcid":"https://orcid.org/0009-0008-9154-7082"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Agust\u00edn Mautone","raw_affiliation_strings":["Universidad de la Rep\u00fablica, Montevideo, Uruguay"],"raw_orcid":"https://orcid.org/0009-0008-9154-7082","affiliations":[{"raw_affiliation_string":"Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006058072","display_name":"Andr\u00e9s Vidal","orcid":"https://orcid.org/0009-0008-6350-7585"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Vidal","raw_affiliation_strings":["Universidad de la Rep\u00fablica, Montevideo, Uruguay"],"raw_orcid":"https://orcid.org/0009-0008-6350-7585","affiliations":[{"raw_affiliation_string":"Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067234669","display_name":"Sergio Nesmachnow","orcid":"https://orcid.org/0000-0002-8146-4012"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Sergio Nesmachnow","raw_affiliation_strings":["Universidad de la Rep\u00fablica, Montevideo, Uruguay"],"raw_orcid":"https://orcid.org/0000-0002-8146-4012","affiliations":[{"raw_affiliation_string":"Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031874460","display_name":"Jamal Toutouh","orcid":"https://orcid.org/0000-0003-1152-0346"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"Jamal Toutouh","raw_affiliation_strings":["Massachusetts Institute of Technology, Malaga, Spain","University of M\u00e1laga, Malaga, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1152-0346","affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Malaga, Spain","institution_ids":["https://openalex.org/I63966007","https://openalex.org/I82767444"]},{"raw_affiliation_string":"University of M\u00e1laga, Malaga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8032,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84765845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9973999857902527,"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":0.9973999857902527,"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":0.9800000190734863,"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":0.9771999716758728,"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/sorting","display_name":"Sorting","score":0.7624050378799438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7012423276901245},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.667512059211731},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6012467741966248},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5742539167404175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5539916753768921},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5415037870407104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5107996463775635},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5041719675064087},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4852290153503418},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.47240060567855835},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43043607473373413},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18495216965675354},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15710097551345825}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7624050378799438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7012423276901245},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.667512059211731},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6012467741966248},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5742539167404175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5539916753768921},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5415037870407104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5107996463775635},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5041719675064087},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4852290153503418},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.47240060567855835},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43043607473373413},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18495216965675354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15710097551345825},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3583133.3590626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583133.3590626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3590626","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/152154","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/152154","pdf_url":"https://dspace.mit.edu/bitstream/1721.1/152154/1/3583133.3590626.pdf","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Association for Computing Machinery","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3583133.3590626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583133.3590626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583133.3590626","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4000000059604645,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385196208.pdf","grobid_xml":"https://content.openalex.org/works/W4385196208.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2007339694","https://openalex.org/W2126105956","https://openalex.org/W2559655401","https://openalex.org/W2785838823","https://openalex.org/W2902159581","https://openalex.org/W2910873611","https://openalex.org/W2964121818","https://openalex.org/W3034668780","https://openalex.org/W3037285957","https://openalex.org/W4206625874","https://openalex.org/W6780052339"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W1588199609","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W2384474142"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3],"multiobjective":[4,19,70],"evolutionary":[5],"approach":[6,21],"for":[7,53,60],"coevolutionary":[8],"training":[9],"of":[10,44],"Generative":[11],"Adversarial":[12],"Networks.":[13],"The":[14,56],"proposal":[15],"applies":[16],"an":[17],"explicit":[18],"optimization":[20],"based":[22],"on":[23],"Pareto":[24],"ranking":[25],"and":[26,42,77],"non-dominated":[27],"sorting":[28],"over":[29,81],"the":[30,35,40,45,61,68,82],"co-evolutionary":[31],"search":[32,71],"implemented":[33],"by":[34],"Lipizzaner":[36,84],"framework,":[37],"to":[38,74],"optimize":[39],"quality":[41],"diversity":[43],"generated":[46],"synthetic":[47],"data.":[48],"Two":[49],"functions":[50],"are":[51],"studied":[52],"evaluating":[54],"diversity.":[55],"main":[57],"results":[58],"obtained":[59],"handwritten":[62],"digits":[63],"generation":[64],"problem":[65],"show":[66],"that":[67],"proposed":[69],"is":[72],"able":[73],"compute":[75],"accurate":[76],"diverse":[78],"solutions,":[79],"improving":[80],"standard":[83],"implementation.":[85]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-22T07:34:49.880490","created_date":"2025-10-10T00:00:00"}
