Kartézské Genetické Programování v Evolučním umění

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Jelínek, Marek

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Vysoká škola báňská - Technická univerzita Ostrava

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Abstract

This thesis deals with evolutionary art with focus on the use of cartesian genetic programming. The aim of this work is to evaluate the use of cartesian genetic programming in evolutionary art and its comparison with other evolutionary techniques. In this thesis we focused on problems of evolutionary art, analysis of different evolutionary algorithms and possibilities of representation of generated art in form of images. We evaluate advantages and disadvantages of evolutionary art and different forms of evolutionary algorithms compared to cartesian genetic programming. For verification and testing purposes we implement application generating evolutionary art based on interactive evolutionary computations in the form of images.

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Import 22/07/2015

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Evolutionary art, Artificial evolution, Generative art, Genetic programming, Cartesian genetic programming, Genetic algorithms, Machine learning, Artificial selection, Genetic operators, Mutation, Crossover, Computer Vision, Interactive Evolutionary Computations, Kansei, Computational Aesthetic Evaluation

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