Evolving Art Using Multiple Aesthetic Measures - Versionsgeschichte

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== Reference ==
[[Eelco den Heijer | Heijer, Eelco den]]; [[A. E. Eiben | Eiben, A. E.]]: Evolving Art Using Multiple Aesthetic Measures. In: [[Literatur_zur_Evolution%C3%A4ren_Kunst#EvoMUSART_2011_2 | EvoMUSART 2011]], S. 234-243.

== DOI ==
http://link.springer.com/10.1007/978-3-642-20520-0_24

== Abstract ==
In this paper we investigate the applicability of Multi-Objective Optimization (MOO) in Evolutionary Art. We evolve images using an unsupervised evolutionary algorithm and we use two aesthetic measures as fitness functions concurrently. We use three different pairs from a set of three aesthetic measures and we compare the output of each pair to the output of other pairs, and to the output of experiments with a single aesthetic measure (non-MOO). We investigate 1) whether properties of aesthetic measures can be combined using MOO and 2) whether the use of MOO in evolutionary art results in different images, or perhaps “better” images. All images in this paper can be viewed in colour at http://www.few.vu.nl/~eelco/

== Extended Abstract ==

== Bibtex ==

== Used References ==
del Acebo, E., Sbert, M.: Benford’s law for natural and synthetic images. In: Neumann, L., et al. (eds.) [10], pp. 169–176

Bentley, P.J., Corne, D.W. (eds.): Creative Evolutionary Systems. Morgan Kaufmann, San Mateo (2001)

Deb, K., Pratap, A., Agarwal, S., Meyarivan, T.: A fast elitist multi-objective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation 6, 182–197 (2002)

Greenfield, G.R.: Mathematical building blocks for evolving expressions. In: Sarhangi, R. (ed.) 2000 Bridges Conference Proceedings, pp. 61–70. Central Plain Book Manufacturing, Winfield (2000)

Greenfield, G.R.: Evolving aesthetic images using multiobjective optimization. In: Sarker, R., Reynolds, R., Abbass, H., Tan, K.C., McKay, B., Essam, D., Gedeon, T. (eds.) Proceedings of the 2003 Congress on Evolutionary Computation CEC 2003, pp. 1903–1909. IEEE Press, Canberra (2003)

den Heijer, E., Eiben, A.: Comparing aesthetic measures for evolutionary art. In: Di Chio, C., Brabazon, A., Di Caro, G.A., Ebner, M., Farooq, M., Fink, A., Grahl, J., Greenfield, G.,
Machado, P., O’Neill, M., Tarantino, E., Urquhart, N. (eds.) EvoApplications 2010. LNCS, vol. 6025, pp. 311–320. Springer, Heidelberg (2010)

den Heijer, E., Eiben, A.: Using aesthetic measures to evolve art. In: IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona (2010)

Matkovic, K., Neumann, L., Neumann, A., Psik, T., Purgathofer, W.: Global contrast factor-a new approach to image contrast. In: Neumann, L., et al. (eds.) [10], pp. 159–168

McCormack, J.: Open problems in evolutionary music and art. In: Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G. (eds.) EvoWorkshops 2005. LNCS, vol. 3449, pp. 428–436. Springer, Heidelberg (2005)

Neumann, L., Sbert, M., Gooch, B., Purgathofer, W. (eds.): Computational Aesthetics 2005: Eurographics Workshop on Computational Aesthetics in Graphics, Visualization and Imaging 2005, Girona, Spain, May 18-20. Eurographics Association (2005)

Romero, J., Machado, P. (eds.): The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. Natural Computing Series. Springer, Heidelberg (2007)

Rooke, S.: Eons of genetically evolved algorithmic images. In: Bentley, P.J., Corne, D.W. (eds.) [2], pp. 339–365

Ross, B., Ralph, W., Zong., H.: Evolutionary image synthesis using a model of aesthetics. In: IEEE Congress on Evolutionary Computation (CEC 2006), pp. 1087–1094 (2006)

Ross, B.J., Zhu, H.: Procedural texture evolution using multi-objective optimization. New Gen. Comput. 22(3), 271–293 (2004)

Sims, K.: Artificial evolution for computer graphics. In: SIGGRAPH 1991: Proceedings of the 18th Annual Conference on Computer Graphics and Interactive Techniques, vol. 25, pp. 319–328. ACM Press, New York (1991)

Takagi, H.: Interactive evolutionary computation: Fusion of the capacities of ec optimization and human evaluation. Proceedings of the IEEE 89(9), 1275–1296 (2001)

== Links ==
=== Full Text ===
[http://www.few.vu.nl/~eelco/publications/E-den-Heijer-and-AE-Eiben-Evolving-Art-Using-Multiple-Aesthetic-Measures-2011.pdf extern file]

[[intern file]]

=== Sonstige Links ===

@@ Zeile 23: / Zeile 23: @@
   doi={10.1007/978-3-642-20520-0_24},
   title={Evolving Art Using Multiple Aesthetic Measures},
-  url={http://dx.doi.org/10.1007/978-3-642-20520-0_24 },
+  url={http://dx.doi.org/10.1007/978-3-642-20520-0_24 http://de.evo-art.org/index.php?title=Evolving_Art_Using_Multiple_Aesthetic_Measures },
   publisher={Springer Berlin Heidelberg},
   author={den Heijer, E. and Eiben, A.E.},

← Nächstältere Version		Version vom 31. Oktober 2015, 20:39 Uhr
Zeile 14:		Zeile 14:

	== Bibtex ==		== Bibtex ==
		+	@incollection{
		+	year={2011},
		+	isbn={978-3-642-20519-4},
		+	booktitle={Applications of Evolutionary Computation},
		+	volume={6625},
		+	series={Lecture Notes in Computer Science},
		+	editor={Di Chio, Cecilia and Brabazon, Anthony and Di Caro, GianniA. and Drechsler, Rolf and Farooq, Muddassar and Grahl, Jörn and Greenfield, Gary and Prins, Christian and Romero, Juan and Squillero, Giovanni and Tarantino, Ernesto and Tettamanzi, AndreaG.B. and Urquhart, Neil and Uyar, A.Şima},
		+	doi={10.1007/978-3-642-20520-0_24},
		+	title={Evolving Art Using Multiple Aesthetic Measures},
		+	url={http://dx.doi.org/10.1007/978-3-642-20520-0_24 },
		+	url={http://de.evo-art.org/index.php?title=Evolving_Art_Using_Multiple_Aesthetic_Measures },
		+	publisher={Springer Berlin Heidelberg},
		+	author={den Heijer, E. and Eiben, A.E.},
		+	pages={234-243},
		+	language={English}
		+	}

	== Used References ==		== Used References ==

@@ Zeile 51: / Zeile 51: @@
 == Links ==
 === Full Text ===
-[http://www.few.vu.nl/~eelco/publications/E-den-Heijer-and-AE-Eiben-Evolving-Art-Using-Multiple-Aesthetic-Measures-2011.pdf extern file]
+http://www.few.vu.nl/~eelco/publications/E-den-Heijer-and-AE-Eiben-Evolving-Art-Using-Multiple-Aesthetic-Measures-2011.pdf
 [[intern file]]
 === Sonstige Links ===