{"id":"https://openalex.org/W3040948237","doi":"https://doi.org/10.1145/3377929.3398138","title":"Multi-objective evolutionary GAN","display_name":"Multi-objective evolutionary GAN","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3040948237","doi":"https://doi.org/10.1145/3377929.3398138","mag":"3040948237"},"language":"en","primary_location":{"id":"doi:10.1145/3377929.3398138","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377929.3398138","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 Companion","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/A5058277216","display_name":"Marco Baioletti","orcid":"https://orcid.org/0000-0001-5630-7173"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Baioletti","raw_affiliation_strings":["University of Perugia"],"affiliations":[{"raw_affiliation_string":"University of Perugia","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","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 Artemio Coello Coello","raw_affiliation_strings":["CINVESTAV-IPN"],"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039335795","display_name":"Gabriele Di Bari","orcid":"https://orcid.org/0000-0002-8341-8925"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Di Bari","raw_affiliation_strings":["University of Perugia"],"affiliations":[{"raw_affiliation_string":"University of Perugia","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089228629","display_name":"Valentina Poggioni","orcid":"https://orcid.org/0000-0002-7691-7478"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Poggioni","raw_affiliation_strings":["University of Perugia"],"affiliations":[{"raw_affiliation_string":"University of Perugia","institution_ids":["https://openalex.org/I27483092"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058277216"],"corresponding_institution_ids":["https://openalex.org/I27483092"],"apc_list":null,"apc_paid":null,"fwci":1.3678,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.83523224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1824","last_page":"1831"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/generative-grammar","display_name":"Generative grammar","score":0.7378916144371033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6795686483383179},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6141619086265564},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5566210746765137},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5419521927833557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5102219581604004},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4814264476299286},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.47510799765586853},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3249119520187378},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28293687105178833},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10667219758033752},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.07175368070602417}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7378916144371033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6795686483383179},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6141619086265564},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5566210746765137},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5419521927833557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5102219581604004},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4814264476299286},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.47510799765586853},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3249119520187378},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28293687105178833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10667219758033752},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.07175368070602417},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377929.3398138","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377929.3398138","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 Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W1909320841","https://openalex.org/W1946137962","https://openalex.org/W2099471712","https://openalex.org/W2108598243","https://openalex.org/W2126105956","https://openalex.org/W2212660284","https://openalex.org/W2267126114","https://openalex.org/W2750384547","https://openalex.org/W2772330423","https://openalex.org/W2921353139","https://openalex.org/W2947956927","https://openalex.org/W2962879692","https://openalex.org/W2963636093","https://openalex.org/W2964121818","https://openalex.org/W3106257197","https://openalex.org/W3118608800"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4235873501","https://openalex.org/W4288093835"],"abstract_inverted_index":{"Generative":[0],"Adversarial":[1],"Network":[2],"(GAN)":[3],"is":[4,60,70],"a":[5,66],"generative":[6],"model":[7,53],"proposed":[8],"to":[9,21,24],"imitate":[10],"real":[11],"data":[12],"distributions.":[13],"The":[14],"original":[15,52],"GAN":[16,63],"algorithm":[17],"has":[18],"been":[19,55],"found":[20],"be":[22],"able":[23],"achieve":[25],"excellent":[26],"results":[27],"for":[28],"the":[29,51,61],"image":[30],"generation":[31],"task,":[32],"but":[33],"it":[34],"suffers":[35],"from":[36],"problems":[37],"such":[38],"as":[39],"instability":[40],"and":[41],"mode":[42],"collapse.":[43],"To":[44],"tackle":[45],"these":[46],"problems,":[47],"many":[48],"variants":[49],"of":[50,58,68],"have":[54],"proposed;":[56],"one":[57],"them":[59],"Evolutionary":[62],"(EGAN),":[64],"where":[65],"population":[67],"generators":[69],"evolved.":[71]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
