NDLI: Incorporating characteristics of human creativity into an evolutionary art algorithm, Genetic Programming and Evolvable Machines (2009) Vol. 10. For further info see: http://dipaola.org/evolve/ DiPaolo S. Evolving Creative Portrait Painter Programs using (2007)

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Incorporating characteristics of human creativity into an evolutionary art algorithm, Genetic Programming and Evolvable Machines (2009) Vol. 10. For further info see: http://dipaola.org/evolve/ DiPaolo S. Evolving Creative Portrait Painter Programs using (2007)

Content Provider	CiteSeerX
Author	Dipaola, Steve Gabora, Liane
Description	A perceived limitation of evolutionary art and design algorithms is that they rely on human intervention; the artist selects the most aesthetically pleasing variants of one generation to produce the next. This paper discusses how computer generated art and design can become more creatively human-like with respect to both process and outcome. As an example of a step in this direction, we present an algorithm that overcomes the above limitation by employing an automatic fitness function. The goal is to evolve abstract portraits of Darwin, using our 2nd generation fitness function which rewards genomes that not just produce a likeness of Darwin but exhibit certain strategies characteristic of human artists. We note that in human creativity, change is less choosing amongst randomly generated variants and more capitalizing on the associative structure of a conceptual network to hone in on a vision. We discuss how to achieve this fluidity algorithmically.
File Format	PDF
Language	English
Publisher Date	2007-01-01
Publisher Institution	Electronic Visualizationa and the Arts Conference (2005) Gajda, Z., Sekanina, L.. Gate-Level Optimization of Polymorphic Circuits Using Cartesian Genetic Programming, Proceedings of Congress on Evolutionary Computation. IEEE Press (2009) Gajda Z., Sekanin
Access Restriction	Open
Subject Keyword	Conceptual Network Creative Portrait Painter Program Human Artist Human Intervention Human Creativity Automatic Fitness Function Evolvable Machine Evolutionary Art Abstract Portrait Generation Fitness Function Design Algorithm Org Evolve Dipaolo Associative Structure Genetic Programming Info See Perceived Limitation Certain Strategy Characteristic Evolutionary Art Algorithm
Content Type	Text
Resource Type	Article

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