{"id":"https://openalex.org/W4387815007","doi":"https://doi.org/10.1145/3606042.3616463","title":"Adaptive Multiobjective Evolutionary Neural Architecture Search for GANs based on Two-Factor Cooperative Mutation Mechanism","display_name":"Adaptive Multiobjective Evolutionary Neural Architecture Search for GANs based on Two-Factor Cooperative Mutation Mechanism","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387815007","doi":"https://doi.org/10.1145/3606042.3616463"},"language":"en","primary_location":{"id":"doi:10.1145/3606042.3616463","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3606042.3616463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering","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/A5052160218","display_name":"Bin Cao","orcid":"https://orcid.org/0000-0003-4558-9501"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Cao","raw_affiliation_strings":["Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4558-9501","affiliations":[{"raw_affiliation_string":"Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033020023","display_name":"Zirun Zhou","orcid":"https://orcid.org/0009-0004-2657-8537"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zirun Zhou","raw_affiliation_strings":["Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0004-2657-8537","affiliations":[{"raw_affiliation_string":"Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352274","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-8272-9553"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8272-9553","affiliations":[{"raw_affiliation_string":"Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037865550","display_name":"M. Shamim Hossain","orcid":"https://orcid.org/0000-0001-5906-9422"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"M. Shamim Hossain","raw_affiliation_strings":["King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-5906-9422","affiliations":[{"raw_affiliation_string":"King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108044017","display_name":"Zhihan Lv","orcid":"https://orcid.org/0009-0005-9452-5768"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Zhihan Lv","raw_affiliation_strings":["Uppsala University, Uppsala, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-2525-3074","affiliations":[{"raw_affiliation_string":"Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052160218"],"corresponding_institution_ids":["https://openalex.org/I184843921"],"apc_list":null,"apc_paid":null,"fwci":0.1558,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52048525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9926999807357788,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7251079082489014},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.7236337661743164},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.7157232761383057},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6467750668525696},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5608603954315186},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.5520100593566895},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5243111848831177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.510380208492279},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44654491543769836},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44000160694122314},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4393326938152313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40969377756118774},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16366201639175415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10218608379364014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7251079082489014},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.7236337661743164},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.7157232761383057},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6467750668525696},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5608603954315186},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.5520100593566895},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5243111848831177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.510380208492279},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44654491543769836},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44000160694122314},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4393326938152313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40969377756118774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16366201639175415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10218608379364014},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3606042.3616463","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3606042.3616463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G7019360782","display_name":null,"funder_award_id":"61976242","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1990771923","https://openalex.org/W2955051405","https://openalex.org/W2956106298","https://openalex.org/W2963918968","https://openalex.org/W2964121818","https://openalex.org/W2964425131","https://openalex.org/W2981943969","https://openalex.org/W2989221291","https://openalex.org/W3034357629","https://openalex.org/W3035170495","https://openalex.org/W3035189477","https://openalex.org/W3098992891","https://openalex.org/W3107129693","https://openalex.org/W3131407372","https://openalex.org/W3185874279","https://openalex.org/W3209888943","https://openalex.org/W4205761328","https://openalex.org/W4225107259"],"related_works":["https://openalex.org/W2003033456","https://openalex.org/W2959160600","https://openalex.org/W2386246912","https://openalex.org/W4250911175","https://openalex.org/W2119956050","https://openalex.org/W2142113611","https://openalex.org/W2056065776","https://openalex.org/W2548714147","https://openalex.org/W2075300047","https://openalex.org/W3010366267"],"abstract_inverted_index":{"The":[0],"automated":[1],"design":[2,90],"of":[3,30,47,108,129,204],"generative":[4],"adversarial":[5],"networks":[6],"(GAN)":[7],"is":[8,26,53,62],"currently":[9],"being":[10],"solved":[11],"well":[12],"by":[13],"neural":[14,58],"architecture":[15,59],"search":[16,60],"(NAS),":[17],"although":[18],"there":[19],"are":[20,35],"still":[21],"some":[22],"issues.":[23],"One":[24],"problem":[25,52],"the":[27,55,72,99,104,109,119,127,133,139,144,148,188,194,202],"vast":[28],"majority":[29,203],"NAS":[31,73],"for":[32],"GANs":[33,159],"methods":[34],"only":[36],"based":[37,102,125,160,174],"on":[38,103,126,161,175,187],"a":[39,44,81,91,176],"single":[40],"evaluation":[41,49],"metric":[42],"or":[43],"linear":[45],"superposition":[46],"multiple":[48,155],"metrics.":[50],"Another":[51],"that":[54,96,132,198],"conventional":[56],"evolutionary":[57,120],"(ENAS)":[61],"unable":[63],"to":[64,78,143],"adjust":[65,138],"its":[66],"mutation":[67,94,100,140,179],"probabilities":[68],"in":[69],"accordance":[70],"with":[71],"process,":[74],"making":[75],"it":[76],"simple":[77],"settle":[79],"into":[80,122,165],"local":[82],"optimum.":[83],"To":[84],"address":[85],"these":[86],"issues,":[87],"we":[88,117,153,168],"firstly":[89],"two-factor":[92,177],"cooperative":[93,178],"mechanism":[95],"can":[97,136],"control":[98],"probability":[101,141],"current":[105],"iteration":[106],"rounds":[107],"population,":[110],"population":[111,145],"fitness":[112],"and":[113,147,183,190,193],"other":[114],"information.":[115],"Secondly,":[116],"divide":[118],"process":[121],"three":[123],"stages":[124,135],"properties":[128],"NAS,":[130],"so":[131],"different":[134],"adaptively":[137],"according":[142],"state":[146],"expected":[149],"development":[150],"goals.":[151],"Finally,":[152],"incorporate":[154],"optimization":[156],"objectives":[157],"from":[158],"image":[162],"generation":[163],"tasks":[164],"ENAS.":[166],"And":[167],"construct":[169],"an":[170],"adaptive":[171],"multiobjective":[172],"ENAS":[173],"mechanism.":[180],"We":[181],"test":[182],"ablate":[184],"our":[185,199],"algorithm":[186],"STL-10":[189],"CIFAR-10":[191],"datasets,":[192],"experimental":[195],"results":[196],"show":[197],"method":[200],"outperforms":[201],"traditional":[205],"NAS-GANs.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
