Semantic Aware Methods for Evolutionary Art



In the past few years the use of semantic aware crossover and mutation has become a hot topic of research within the Genetic Programming community. Unlike traditional genetic operators that perform syntactic manipulations of programs regardless of their behavior, semantic driven operators promote direct search on the underlying behavioral space. Based on previous work on semantic Genetic Programming and Genetic Morphing, we propose and implement semantic driven crossover and mutation operators for evolutionary art. The experimental results focus on assessing how these operators compare with traditional ones.


Evolutionary Computation, Evolutionary Art, Semantic Operators


Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014. Proceedings , July 2014

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Year 2015 : 1 citations

 Gervás, Pablo. "A Personal Perspective into the Future for Computational Creativity." Computational Creativity Research: Towards Creative Machines. Atlantis Press, 2015. 393-406.