Fitness functions for ant colony paintings

Aus de_evolutionary_art_org
Wechseln zu: Navigation, Suche

Reference

Penousal Machado, Hugo Amaro: Fitness functions for ant colony paintings. In: Proceedings of the 4th International Conference on Computational Creativity Computational Creativity 2013 ICCC 2013, pp. 32–39.

DOI

Abstract

A creativity-support tool for the creation of non- photorealistic renderings of images is described. It employs an evolutionary algorithm that evolves the parame- ters governing the behavior of ant species, and the paintings are produced by simulating the behavior of these artificial ants. The design of fitness functions, using both behavioral and image features is discussed, emphasizing the rationale and intentions that guided the design. The analysis of the experimental results obtained by using different fitness functions focuses on assessing if they convey the intentions of the fitness function designer.

Extended Abstract

Bibtex

@inproceedings{
author = {Penousal Machado, Hugo Amaro},
title = {Fitness functions for ant colony paintings},
editor = {Simon Colton, Dan Ventura, Nada Lavrač, Michael Cook},
booktitle = {Proceedings of the Fourth International Conference on Computational Creativity},
series = {ICCC2013},
year = {2013},
month = {Jun},
location = {Sydney, New South Wales, Australia},
pages = {32–39},
url = {http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/ma13.pdf, http://de.evo-art.org/index.php?title=Fitness_functions_for_ant_colony_paintings },
publisher = {International Association for Computational Creativity},
keywords = {computational, creativity},
}

Used References

Aupetit, S.; Bordeau, V.; Monmarch ́e, N.; Slimane, C.; and Venturini, G. 2003. Interactive Evolution of Ant Paintings. In IEEE Congress on Evolutionary Computation, volume 2, 1376–1383.

Collomosse, J. P. 2006. Supervised genetic search for pa- rameter selection in painterly rendering. In Applications of Evolutionary Computing, EvoWorkshops 2006, 599–610.

Collomosse, J. 2007. Evolutionary search for the artistic rendering of photographs. In Romero, J., and Machado, P., eds., The Art of Artificial Evolution: A Handbook on Evolu- tionary Art and Music. Springer Berlin Heidelberg. 39–62.

Greenfield, G. 2005. Evolutionary methods for ant colony paintings. In Applications of Evolutionary Comput- ing, EvoWorkshops2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC, volume 3449 of LNCS, 478–487. Lausanne, Switzerland: Springer Verlag.

Greenfield, G. 2006. Ant Paintings using a Multiple Pheromone Model. In Bridges.

Hewgill, A., and Ross, B. J. 2003. Procedural 3d tex- ture synthesis using genetic programming. Computers and Graphics 28:569–584.

Karperien, A. 2012. Fraclac for imagej, version 2.5. In http://rsb.info.nih.gov/ij/plugins/fraclac/FLHelp/Introduc tion.htm.

Lewis, M. 2004. Aesthetic video filter evolution in an inter- active real-time framework. In Applications of Evolution- ary Computing, EvoWorkshops2004: EvoBIO, EvoCOM- NET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC, volume 3005 of LNCS, 409–418. Coimbra, Portugal: Springer Ver- lag.

Machado, P., and Grac ̧a, F. 2008. Evolutionary pointil- list modules: Evolving assemblages of 3d objects. In Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, Evo- MUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings, volume 4974 of Lec- ture Notes in Computer Science, 453–462. Springer.

Machado, P., and Pereira, L. 2012. Photogrowth: non- photorealistic renderings through ant paintings. In Soule, T., and Moore, J. H., eds., Genetic and Evolutionary Com- putation Conference, GECCO ’12, Philadelphia, PA, USA, July 7-11, 2012, 233–240. ACM.

Machado, P.; Romero, J.; Cardoso, A.; and Santos, A. 2005. Partially interactive evolutionary artists. New Genera- tion Computing – Special Issue on Interactive Evolutionary Computation 23(42):143–155.

Machado, P.; Dias, A.; and Cardoso, A. 2002. Learning to colour greyscale images. The Interdisciplinary Journal of Artificial Intelligence and the Simulation of Behaviour – AISB Journal 1(2):209–219.

Monmarch ́e, N.; Mahnich, I.; and Slimane, M. 2007. Artifi- cial art made by artificial ants. In Romero, J., and Machado, P., eds., The Art of Artificial Evolution: A Handbook on Evo- lutionary Art and Music. Springer Berlin Heidelberg. 227– 247.

Moura, L. 2002. Swarm paintings – non-human. In ARCHI- TOPIA Book, Art, Architecture and Science. 1–24.

Neufeld, C.; Ross, B.; and Ralph, W. 2007. The evolution of artistic filters. In Romero, J., and Machado, P., eds., The Art of Artificial Evolution: A Handbook on Evolutionary Art and Music. Springer Berlin Heidelberg. 335–356.

Perlin, K. 1985. An image synthesizer. In Cole, P.; Heil- man, R.; and Barsky, B. A., eds., Proceedings of the 12st Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 1985, 287–296. ACM.

Ramos, V., and Almeida, F. 2000. Artificial ant colonies in digital image habitats - a mass behaviour effect study on pattern recognition. In In Dorigo, M., Middendorf, M., Stu- zle, T. (Eds.): From Ant Colonies to Artificial Ants - 2 nd Int. Wkshp on Ant Algorithms, 113–116.

Ramos, V. 2002. On the implicit and on the artificial - mor- phogenesis and emergent aesthetics in autonomous collec- tive systems. In ARCHITOPIA Book, Art, Architecture and Science. 25–57.

Ross, B. J.; Ralph, W.; and Hai, Z. 2006. Evolutionary im- age synthesis using a model of aesthetics. In Yen, G. G.; Lucas, S. M.; Fogel, G.; Kendall, G.; Salomon, R.; Zhang, B.-T.; Coello, C. A. C.; and Runarsson, T. P., eds., Proceed- ings of the 2006 IEEE Congress on Evolutionary Computa- tion, 1087–1094. Vancouver, BC, Canada: IEEE Press.

Tzafestas, E. 2000. Integrating drawing tools with behav- ioral modeling in digital painting. In Ghandeharizadeh, S.; Chang, S.-F.; Fischer, S.; Konstan, J. A.; and Nahrstedt, K., eds., ACM Multimedia Workshops, 39–42. ACM Press.

Urbano, P. 2005. Playing in the pheromone playground: Experiences in swarm painting. In Rothlauf, F.; Branke, J.; Cagnoni, S.; Corne, D. W.; Drechsler, R.; Jin, Y.; Machado, P.; Marchiori, E.; Romero, J.; Smith, G. D.; and Squillero, G., eds., EvoWorkshops, volume 3449 of Lecture Notes in Computer Science, 527–532. Springer.

Urbano, P. 2007. Mimetic variations on stigmergic swarm paintings. In Monmarch ́e, N.; Talbi, E.-G.; Collet, P.; Schoe- nauer, M.; and Lutton, E., eds., Artificial Evolution, vol- ume 4926 of Lecture Notes in Computer Science, 62–72. Springer.

Urbano, P. 2011. The t. albipennis sand painting artists. In EvoApplications (2), volume 6625 of Lecture Notes in Computer Science, 414–423. Springer.

Yip, C. 2004. Evolving Image Filters. Master’s thesis, Imperial College of Science, Technology, and Medicine.

Links

Full Text

http://fmachado.dei.uc.pt/wp-content/papercite-data/pdf/ma13.pdf

intern file

Sonstige Links