{"id":"https://openalex.org/W3211585116","doi":"https://doi.org/10.1155/2021/3302617","title":"Application of Gauss Mutation Genetic Algorithm to Optimize Neural Network in Image Painting Art Teaching","display_name":"Application of Gauss Mutation Genetic Algorithm to Optimize Neural Network in Image Painting Art Teaching","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3211585116","doi":"https://doi.org/10.1155/2021/3302617","mag":"3211585116","pmid":"https://pubmed.ncbi.nlm.nih.gov/34824577"},"language":"en","primary_location":{"id":"doi:10.1155/2021/3302617","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3302617","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3302617.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/3302617.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006278962","display_name":"Weiming Xing","orcid":"https://orcid.org/0000-0002-0132-1653"},"institutions":[{"id":"https://openalex.org/I4210146584","display_name":"Henan Forestry Vocational College","ror":"https://ror.org/050g87e49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210146584"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Xing","raw_affiliation_strings":["Henan Vocational College of Water Conservancy and Environment, Zhengzhou 450008, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"Henan Vocational College of Water Conservancy and Environment, Zhengzhou 450008, Henan Province, China","institution_ids":["https://openalex.org/I4210146584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743899","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-8523-1670"},"institutions":[{"id":"https://openalex.org/I4210146584","display_name":"Henan Forestry Vocational College","ror":"https://ror.org/050g87e49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210146584"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Henan Vocational College of Water Conservancy and Environment, Zhengzhou 450008, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"Henan Vocational College of Water Conservancy and Environment, Zhengzhou 450008, Henan Province, China","institution_ids":["https://openalex.org/I4210146584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032929532","display_name":"Quan Zou","orcid":"https://orcid.org/0000-0003-1354-101X"},"institutions":[{"id":"https://openalex.org/I4210146584","display_name":"Henan Forestry Vocational College","ror":"https://ror.org/050g87e49","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210146584"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Zou","raw_affiliation_strings":["Henan Vocational College of Water Conservancy and Environment, Zhengzhou 450008, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"Henan Vocational College of Water Conservancy and Environment, Zhengzhou 450008, Henan Province, China","institution_ids":["https://openalex.org/I4210146584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101528855","display_name":"Jun Lin","orcid":"https://orcid.org/0000-0001-8246-5992"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Lin","raw_affiliation_strings":["Zhengzhou University of Industry Technology, School of Art and Design, Zhengzhou 451100, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"Zhengzhou University of Industry Technology, School of Art and Design, Zhengzhou 451100, Henan Province, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101528855"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.946,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93704348,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":"3302617","last_page":"3302617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9053000211715698,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.9053000211715698,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6729820370674133},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6234449148178101},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6234187483787537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6090584993362427},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5603971481323242},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.5501981377601624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5263503789901733},{"id":"https://openalex.org/keywords/gauss","display_name":"Gauss","score":0.47544360160827637},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3999897241592407},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34419092535972595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26152318716049194},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2022654116153717},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.15219804644584656},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14696812629699707},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.13601970672607422},{"id":"https://openalex.org/keywords/art-history","display_name":"Art history","score":0.1331290304660797}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6729820370674133},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6234449148178101},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6234187483787537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6090584993362427},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5603971481323242},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.5501981377601624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5263503789901733},{"id":"https://openalex.org/C161794534","wikidata":"https://www.wikidata.org/wiki/Q177493","display_name":"Gauss","level":2,"score":0.47544360160827637},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3999897241592407},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34419092535972595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26152318716049194},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2022654116153717},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.15219804644584656},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14696812629699707},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.13601970672607422},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.1331290304660797},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001154","descriptor_name":"Art","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001154","descriptor_name":"Art","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001154","descriptor_name":"Art","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013663","descriptor_name":"Teaching","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013663","descriptor_name":"Teaching","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013663","descriptor_name":"Teaching","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/3302617","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3302617","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3302617.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34824577","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34824577","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:13ca1430ff8f47e3aa1a428fca5aaa0b","is_oa":true,"landing_page_url":"https://doaj.org/article/13ca1430ff8f47e3aa1a428fca5aaa0b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8610699","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8610699","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/3302617","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3302617","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/3302617.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3211585116.pdf","grobid_xml":"https://content.openalex.org/works/W3211585116.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2922351830","https://openalex.org/W3102428570","https://openalex.org/W3117113315","https://openalex.org/W3176603537"],"related_works":["https://openalex.org/W2580687016","https://openalex.org/W2886265999","https://openalex.org/W2383951830","https://openalex.org/W1591565242","https://openalex.org/W2369092230","https://openalex.org/W2357187602","https://openalex.org/W2940819518","https://openalex.org/W2233552742","https://openalex.org/W2389267382","https://openalex.org/W3157243947"],"abstract_inverted_index":{"With":[0],"the":[1,5,19,22,26,34,38,55,63,83,101,111,114,146,151,154,158,162,166,175],"continuous":[2],"application":[3,84],"of":[4,21,33,37,58,85,150,157,168],"art":[6,23,27,39,61,91,169],"industry":[7],"in":[8,53,88,117,165],"various":[9],"fields,":[10],"more":[11,13,121],"and":[12,47,72,130,135,153,191],"people":[14],"choose":[15],"to":[16,42,81,99,127],"systematically":[17],"learn":[18],"knowledge":[20,147],"industry.":[24],"In":[25,161],"major,":[28],"image":[29,59,89],"painting":[30,60,90],"is":[31,51,62],"one":[32],"important":[35],"contents":[36],"major.":[40],"How":[41],"improve":[43,131,145],"students'":[44,132,188],"aesthetic":[45,133,189],"quality":[46,50,134,190],"comprehensive":[48,136,192],"professional":[49,137,193],"studied,":[52],"which":[54,180],"content":[56],"learning":[57],"key.":[64],"Therefore,":[65],"we":[66],"have":[67],"carried":[68],"out":[69],"technical":[70],"exploration":[71],"result":[73],"analysis":[74],"based":[75],"on":[76],"Gaussian":[77,95,139],"mutation":[78,96,140],"genetic":[79,97,141],"algorithm":[80,98,115,142],"optimize":[82,174],"neural":[86,102,171],"network":[87,103,172],"teaching.":[92],"We":[93],"use":[94],"study":[100],"optimized":[104],"teaching":[105,159,176],"cloud":[106,177],"platform":[107,152,178],"technology.":[108],"Compared":[109],"with":[110],"traditional":[112],"algorithm,":[113],"proposed":[116],"this":[118],"paper":[119],"has":[120,181],"funny":[122],"computational":[123],"efficiency,":[124],"being":[125],"able":[126],"comprehensively":[128],"evaluate":[129],"quality.":[138,194],"can":[143],"effectively":[144],"search":[148],"ability":[149],"running":[155],"speed":[156],"platform.":[160],"future":[163],"research":[164],"field":[167],"industry,":[170],"will":[173],"technology,":[179],"laid":[182],"a":[183],"solid":[184],"foundation":[185],"for":[186],"improving":[187]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
