Adaptive Critics for Evolutionary Artists

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Reference

Machado, Penousal; Romero, Juan; Santos, Maria Luisa; Cardoso, Amilcar; Manaris, Bill: Adaptive Critics for Evolutionary Artists. In: EvoMUSART 2004, S. 437-446.

DOI

http://link.springer.com/10.1007/978-3-540-24653-4_45

Abstract

We focus on the development of artificial art critics. These systems analyze artworks, extracting relevant features, and produce an evaluation of the perceived pieces. The ability to perform aesthetic judgments is a desirable characteristic in an evolutionary artificial artist. As such, the inclusion of artificial art critics in these systems may improve their artistic abilities. We propose artificial art critics for the domains of music and visual arts, presenting a comprehensive set of experiments in author identification tasks. The experimental results show the viability and potential of our approach.

Extended Abstract

Bibtex

@incollection{
year={2004},
isbn={978-3-540-21378-9},
booktitle={Applications of Evolutionary Computing},
volume={3005},
series={Lecture Notes in Computer Science},
editor={Raidl, GüntherR. and Cagnoni, Stefano and Branke, Jürgen and Corne, DavidWolfe and Drechsler, Rolf and Jin, Yaochu and Johnson, ColinG. and Machado, Penousal and Marchiori, Elena and Rothlauf, Franz and Smith, GeorgeD. and Squillero, Giovanni},
doi={10.1007/978-3-540-24653-4_45},
title={Adaptive Critics for Evolutionary Artists},
url={http://dx.doi.org/10.1007/978-3-540-24653-4_45 http://de.evo-art.org/index.php?title=Adaptive_Critics_for_Evolutionary_Artists },
publisher={Springer Berlin Heidelberg},
author={Machado, Penousal and Romero, Juan and Santos, MaríaLuisa and Cardoso, Amílcar and Manaris, Bill},
pages={437-446},
language={English}
}

Used References

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Romero, J., Machado, P., Santos, A., Cardoso, A.: On the Development of Critics in Evolutionary Computation Systems. In: Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.-A., Middendorf, M. (eds.) EvoIASP 2003, EvoWorkshops 2003, EvoSTIM 2003, EvoROB/EvoRobot 2003, EvoCOP 2003, EvoBIO 2003, and EvoMUSART 2003. LNCS, vol. 2611, pp. 559–569. Springer, Heidelberg (2003)

Manaris, B., Purewal, T., McCormick, C.: Progress Towards Recognizing and Classifying Beautiful Music with Computers. In: Proceedings of EEE SoutheastCon, Columbia, SC., pp. 52–57 (2002)

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Manaris, B., Vaughan, D., Wagner, C., Romero, J., Davis, R.: Evolutionary Music and the Zipf-Mandelbrot Law: Developing Fitness Functions for Pleasant Music. In: Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.-A., Middendorf, M. (eds.) EvoIASP 2003, EvoWorkshops 2003, EvoSTIM 2003, EvoROB/EvoRobot 2003, EvoCOP 2003, EvoBIO 2003, and EvoMUSART 2003. LNCS, vol. 2611, pp. 522–534. Springer, Heidelberg (2003)

Arnheim, R.: Entropy and Art. University of California Press, Berkeley (1971)

Taylor, R.P., Micolich, A.P., Jonas, D.: Fractal Analysis of Pollock’s Drip Paintings. Nature, 399–422 (1999)

Machado, P., Cardoso, A.: Computing Aesthetics. In: de Oliveira, F.M. (ed.) SBIA 1998. LNCS (LNAI), vol. 1515, pp. 219–229. Springer, Heidelberg (1998)

Graves, M.: Design Judgement Test Manual. The Psychological Corporation, New York, (1948).

Machado, P., Cardoso, A.: All the truth about NEvAr. In: Bentley, P., Corne, D. (eds.) Applied Intelligence, Special issue on Creative Systems, vol. 16(2), pp. 101–119. Kluwer Academic Publishers, Dordrecht (2002)


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