Understanding aesthetics and fitness measures in evolutionary art systems

Colin Johnson, Jon McCormack, Iria Santos, Juan Romero

Research output: Contribution to journalArticleOtherpeer-review

Abstract

One of the general aims of evolutionary art research is to build a computer system capable of creating interesting, beautiful, or creative results, including images, videos, animations, text, and performances. In this context, it is crucial to understand how fitness is conceived and implemented to explore the “interestingness,” beauty, or creativity that the system is capable of. In this paper, we survey the recent research on fitness for evolutionary art related to aesthetics. We also cover research in the psychology of aesthetics, including relation between complexity and aesthetics, measures of complexity, and complexity predictors. We try to establish connections between human perception and understanding of aesthetics with current evolutionary techniques.
Original languageEnglish
Article number3495962
Number of pages14
JournalComplexity
Volume2019
DOIs
Publication statusPublished - 20 Mar 2019

Cite this

Johnson, Colin ; McCormack, Jon ; Santos, Iria ; Romero, Juan. / Understanding aesthetics and fitness measures in evolutionary art systems. In: Complexity. 2019 ; Vol. 2019.
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Understanding aesthetics and fitness measures in evolutionary art systems. / Johnson, Colin; McCormack, Jon; Santos, Iria; Romero, Juan.

In: Complexity, Vol. 2019, 3495962, 20.03.2019.

Research output: Contribution to journalArticleOtherpeer-review

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