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REFERENCES
Arnheim, R. (1988). The power of the center : a study of
composition in the visual arts. University of Califor-
nia Press.
Baluja, S., Pomerleau, D., and Jochem, T. (1994). Towards
automated artificial evolution for computer-generated
images. Connection Science, 6:325–354.
Bauerly, M. P. and Liu, Y. (2005). Development and val-
idation of a symmetry metric for interface aesthetics.
Proceedings of the Human Factors and Ergonomics
Society Annual Meeting, 49(5):681–685.
Bauerly, M. P. and Liu, Y. (2008). Effects of symmetry and
number of compositional elements on interface and
design aesthetics. International Journal of Human-
Computer Interaction, 24(3):275–287.
Bentley, P. J. and Corne, D. W., editors (2001). Creative
Evolutionary Systems. Morgan Kaufmann, San Ma-
teo, California.
Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T.
(2002). A fast elitist multi-objective genetic algo-
rithm: NSGA-II. IEEE Transactions on Evolutionary
Computation, 6:182–197.
den Heijer, E. and Eiben, A. (2010a). Comparing aesthe-
tic measures for evolutionary art. In Applications of
Evolutionary Computation, pages 311–320.
den Heijer, E. and Eiben, A. (2010b). Using aesthetic mea-
sures to evolve art. In IEEE Congress on Evolutionary
Computation, pages 311–320.
den Heijer, E. and Eiben, A. (2011). Evolving art using mul-
tiple aesthetic measures. In EvoApplications, LNCS
6625, 2011, pages 234–243.
den Heijer, E. and Eiben, A. (2012). Evolving pop art using
scalable vector graphics. In EvoMusart 2012, Evo-
lutionary and Biologically Inspired Music, Sound, Art
and Design, LNCS 7247, pages 48–59, Malaga, Spain.
Dutton, D. (2009). The Art Instinct. Oxford University
Press.
Eiben, A. E. and Smith, J. E. (2008). Introduction to
Evolutionary Computing (Natural Computing Series).
Springer.
Etcoff, N. (1999). Survival of the prettiest: the science of
beauty. Anchor Books.
Greenfield, G. R. (2003). Evolving aesthetic images us-
ing multiobjective optimization. In Proceedings of the
2003 Congress on Evolutionary Computation CEC
2003, pages 1903–1909. IEEE Press.
Ling, D. N. C., Samsudin, A., and Abdullah, R. (2000).
Aesthetic measures for assessing graphic screens. J.
Inf. Sci. Eng., 16(1):97–116.
Locher, P. and Nodine, C. (1989). The perceptual value of
symmetry. Computers & Mathematics with Applica-
tions, 17(4–6):475–484.
Machado, P. and Cardoso, A. (1998). Computing aesthetics.
In Proceedings of the Brazilian Symposium on Artifi-
cial Intelligence, SBIA-98, pages 219–229. Springer-
Verlag.
Machado, P. and Cardoso, A. (2002). All the truth about
nevar. Applied Intelligence, 16(2):101–118.
Matkovic, K., Neumann, L., Neumann, A., Psik, T., and
Purgathofer, W. (2005). Global contrast factor-a new
approach to image contrast. In Neumann, L., Sbert,
M., Gooch, B., and Purgathofer, W., editors, Compu-
tational Aesthetics, pages 159–168. Eurographics As-
sociation.
Reber, R., Schwarz, N., and Winkielman, P. (2004). Pro-
cessing fluency and aesthetic pleasure: is beauty in
the perceiver’s processing experience? Personality
and Social Psychology Review, 8(4):364–382.
Rigau, J., Feixas, M., and Sbert, M. (2008). Informational
aesthetics measures. IEEE Computer Graphics and
Applications, 28(2):24–34.
Romero, J. and Machado, P., editors (2007). The Art of Arti-
ficial Evolution: A Handbook on Evolutionary Art and
Music. Natural Computing Series. Springer Berlin
Heidelberg.
Rooke, S. (2001). Eons of genetically evolved algorithmic
images. In (Bentley and Corne, 2001), pages 339–365.
Ross, B., Ralph, W., and Zong., H. (2006). Evolutionary
image synthesis using a model of aesthetics. In IEEE
Congress on Evolutionary Computation (CEC) 2006,
pages 1087–1094.
Sims, K. (1991). Artificial evolution for computer graphics.
SIGGRAPH ’91: Proceedings of the 18th annual con-
ference on Computer graphics and interactive tech-
niques, 25(4):319–328.
Stricker, M. and Orengo, M. (1995). Similarity of color
images. In Storage and Retrieval of Image and Video
Databases III, Vol. 2, pages 381–392.
Weyl, H. (1983). Symmetry. Princeton University Press.
White, A. (2011). The Elements of Graphic Design (Second
Edition). Allworth Press.
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