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Authors: Gary Greenfield 1 and Penousal Machado 2

Affiliations: 1 University of Richmond, United States ; 2 University of Coimbra, Portugal

Keyword(s): Evolutionary art, Quantifying aesthetics, Agent-based simulation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Art and Design ; Evolutionary Computing ; Soft Computing

Abstract: We describe an agent based artist-critic simulation. Artist agents use a swarm based evolutionary art system to evolve images that try to match their preferences. Preferred images are submitted to critic agents who then decide, accordingly to their own criteria, which images should be displayed in a public gallery. The purpose of our model is to enable the implementation of a variety of behavioral policies which result in different dynamics. A reward system determines the impact of each critic and the success of each artist, which in turn leads to behavioral and preference changes. The experimental results indicate the emergence of novel styles and trends, artist-critic cooperation, and niche exploitation.

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Paper citation in several formats:
Greenfield, G. and Machado, P. (2009). SIMULATING ARTIST AND CRITIC DYNAMICS - An Agent-based Application of an Evolutionary Art System. In Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICEC; ISBN 978-989-674-014-6; ISSN 2184-3236, SciTePress, pages 189-196. DOI: 10.5220/0002285701890196

@conference{icec09,
author={Gary Greenfield. and Penousal Machado.},
title={SIMULATING ARTIST AND CRITIC DYNAMICS - An Agent-based Application of an Evolutionary Art System},
booktitle={Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICEC},
year={2009},
pages={189-196},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002285701890196},
isbn={978-989-674-014-6},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICEC
TI - SIMULATING ARTIST AND CRITIC DYNAMICS - An Agent-based Application of an Evolutionary Art System
SN - 978-989-674-014-6
IS - 2184-3236
AU - Greenfield, G.
AU - Machado, P.
PY - 2009
SP - 189
EP - 196
DO - 10.5220/0002285701890196
PB - SciTePress

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