Kostas Terzidis, Filippo Fabrocini, Hyejin Lee, Louis Daumard
{"title":"Deep Permutation Design: A new potential artificial intelligence-based design methodology","authors":"Kostas Terzidis, Filippo Fabrocini, Hyejin Lee, Louis Daumard","doi":"10.1162/leon_a_02359","DOIUrl":null,"url":null,"abstract":"Abstract An artificial intelligence-based design methodology is presented based on permutations and neural networks. Elements are combined in all possible ways to form all possible design solutions and a neural network extracts the best solutions after being trained on either objective or subjective criteria. This methodology is projected to have many applications in fashion, architecture, music, storytelling, cooking, or any other design or art field that can be represented as a set of permutations.","PeriodicalId":46524,"journal":{"name":"LEONARDO","volume":"31 1","pages":"0"},"PeriodicalIF":0.4000,"publicationDate":"2023-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"LEONARDO","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1162/leon_a_02359","RegionNum":4,"RegionCategory":"艺术学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"ART","Score":null,"Total":0}
引用次数: 0
Abstract
Abstract An artificial intelligence-based design methodology is presented based on permutations and neural networks. Elements are combined in all possible ways to form all possible design solutions and a neural network extracts the best solutions after being trained on either objective or subjective criteria. This methodology is projected to have many applications in fashion, architecture, music, storytelling, cooking, or any other design or art field that can be represented as a set of permutations.
期刊介绍：
Leonardo was founded in 1968 in Paris by kinetic artist and astronautical pioneer Frank Malina. Malina saw the need for a journal that would serve as an international channel of communication between artists, with emphasis on the writings of artists who use science and developing technologies in their work. Today, Leonardo is the leading journal for readers interested in the application of contemporary science and technology to the arts.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
