Deep Permutation Design: A New Potential Artificial Intelligence-Based Design Methodology

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...

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Bibliographic Details
Published in:Leonardo (Oxford) 2023-01 (2), p.1-10
Main Authors: Terzidis, Kostas, Fabrocini, Filippo, Lee, Hyejin, Daumard, Louis
Format: Article
Language:English
Online Access:Get full text
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Summary: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.
ISSN:0024-094X
1530-9282
DOI:10.1162/leon_a_02359