Aesthetic 3D Model Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{Bergen:2012:EvoMUSART,

• author = "Steve Bergen and Brian Ross",
• title = "Aesthetic {3D} Model Evolution",
• booktitle = "Proceedings of the 1st International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2012",
• year = "2012",
• month = "11-13 " # apr,
• editor = "Penousal Machado and Juan Romero and Adrian Carballal",
• series = "LNCS",
• volume = "7247",
• publisher = "Springer Verlag",
• address = "Malaga, Spain",
• pages = "11--22",
• organisation = "EvoStar",
• isbn13 = "978-3-642-29141-8",
• DOI = "doi:10.1007/978-3-642-29142-5_2",
• keywords = "genetic algorithms, genetic programming, Aesthetics, L-systems, 3D models, multi-objective evaluation",
• abstract = "Recently, evolutionary art has been exploring the use of mathematical models of aesthetics, with the goal of automatically evolving aesthetically pleasing images. This paper investigates the application of similar models of aesthetics towards the evolution of 3-dimensional structures. We extend existing models of aesthetics used for image evaluation to the 3D realm, by considering quantifiable properties of surface geometry. Analyses used include entropy, complexity, deviation from normality, 1/f noise, and symmetry. A new 3D L-system implementation promotes accurate analyses of surface features, as well as productive rule sets when used with genetic programming. Multi-objective evaluation reconciles multiple aesthetic criteria. Experiments resulted in the generation of many models that satisfied multiple criteria. A human survey was conducted, and survey takers showed a clear preference for high-fitness highly-evolved models over low-fitness unevolved ones. This research shows that aesthetic evolution of 3D structures is a promising new research area for evolutionary art.",
• notes = "Part of \cite{Machado:2012:EvoMusArt_proc} EvoMUSART'2012 held in conjunction with EuroGP2012, EvoCOP2012, EvoBIO2012 and EvoApplications2012",

}

Genetic Programming entries for Steven Bergen Brian J Ross

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