Artificial life based on boids model and evolutionary chaotic neural networks for creating artworks

Swarm and Evolutionary Computation - Tập 47 - Trang 80-88 - 2019
Tae Jong Choi1, Chang Wook Ahn2
1Department of Computer Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon-si, Gyeonggi-do 16419, Korea
2School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology (GIST), 123 Cheomdangwagi-ro, Buk-gu, Gwangju 61005, Korea

Tài liệu tham khảo

Aguilar, 2014, The past, present, and future of artificial life, Front. Robot. AI, 1, 8, 10.3389/frobt.2014.00008 Aihara, 1990, Chaotic neural networks, Phys. Lett. A, 144, 333, 10.1016/0375-9601(90)90136-C Aihara, 2013, 2013, 259 Annunziato, 2002, Relazioni emergenti: experiments with the art of emergence, Leonardo, 35, 147, 10.1162/00240940252940513 Antunes, 2014, Two decades of evolutionary art using computational ecosystems and its potential for virtual worlds, J. Virtual Worlds Res., 7, 3, 10.4101/jvwr.v7i3.7051 S. Aupetit, V. Bordeau, N. Monmarché, M. Slimane, G. Venturini, Interactive evolution of ant paintings. Evolutionary Computation, 2003. CEC'03. the 2003 Congress on,, 2 1376–1383, 2003. E.R. Banks, Information processing and transmission in cellular automata, 1971. E.R. Berlekamp, J.H. Conway, R.K. Guy, Winning ways for your mathematical plays AK Peters Natick, 2003. Boden, 1998, Creativity and artificial intelligence, Artif. Intell., 103, 347, 10.1016/S0004-3702(98)00055-1 Correia, 2013, Evolving figurative images using expression-based evolutionary art, Iccc, 24 E. den Heijer, Evolving glitch art. International Conference on Evolutionary and Biologically Inspired Music and Art, 109-120, 2013. Draves, 2005, The electric sheep screen-saver: a case study in aesthetic evolution, Evoworkshops, 5, 458 Fernandes, 2010, Pherographia: drawing by ants, Leonardo, 43, 107, 10.1162/leon.2010.43.2.107 C.M. Fernandes, A. Mora, J.J. Merelo, C. Cotta, A.C. Rosa, Photo rendering with swarms: From figurative to abstract pherogenic imaging. Computational Intelligence for Creativity and Affective Computing (CICAC), 2013 IEEE Symposium on, 32-39, 2013. G. Greenfield, Ant paintings using a multiple pheromone model. BRIDGES 2006 Conference Proceedings, 319-326, 2006a. Greenfield, 2005, Evolutionary methods for ant colony paintings, Workshops Appl. Evolut. Comput., 478 G. Greenfield, On evolving multi-pheromone ant paintings. Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, 2072–2078, 2006b. G. Greenfield, Ant paintings based on the seed foraging behavior of P. barbatus. 2013 BRIDGES Conference Proceedings, 2013. G. Greenfield. Target curves for pick-up, carry and drop mobile automata. Bridges 2014 Conference Proceedings, 381-384. G. Greenfield, P. Machado, Simulating artist and critic dynamics. Proceedings of the International Joint Conference on Computational Intelligence, Funchal, Madeira, Portugal, October, 5-7, 2009. Hutton, 2010, Codd's self-replicating computer, Artif. Life, 16, 99, 10.1162/artl.2010.16.2.16200 Jacob, 2007, Swarmart: Interactive art from swarm intelligence, Leonardo, 40, 248, 10.1162/leon.2007.40.3.248 Kowaliw, 2012, Promoting creative design in interactive evolutionary computation, IEEE Trans. Evolut. Comput., 16, 523, 10.1109/TEVC.2011.2166764 C. Langton, A new definition of artificial life. Retrieved from, 1998. Langton, 1984, Self-reproduction in cellular automata, Phys. D: Nonlinear Phenom., 10, 135, 10.1016/0167-2789(84)90256-2 Langton, 1986, Studying artificial life with cellular automata, Phys. D: Nonlinear Phenom., 22, 120, 10.1016/0167-2789(86)90237-X C.G. Langton, Artificial life, 1989. Lewis, 2008, Evolutionary visual art and design, Art. Artif. Evol., 3, 10.1007/978-3-540-72877-1_1 Li, 2013, Learning aesthetic judgements in evolutionary art systems, Genet. Program. Evol. Mach., 14, 315, 10.1007/s10710-013-9188-7 P. Machado, H. Amaro, Fitness functions for ant colony paintings. Proceedings of the 4th International Conference on Computational Creativity, 32-39, 2013. P. Machado, L. Pereira, Photogrowth: Non-photorealistic renderings through ant paintings. Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 233-240, 2012. McCormack, 1993, Interactive evolution of L-system grammars for computer graphics modelling, Complex Syst.: Biol. Comput., 118 J. McCormack, Eden: An evolutionary sonic ecosystem. European Conference on Artificial Life, 133-142, 2001. McCormack, 2012, Creative ecosystems, 39 J. McCormack, Balancing act: Variation and utility in evolutionary art. International Conference on Evolutionary and Biologically Inspired Music and Art, 26-37, 2014. McCormack, 2009, Life's what you make: niche construction and evolutionary art, Appl. Evolut. Comput., 528, 10.1007/978-3-642-01129-0_59 McCormack, 2012, Computers and creativity: the road ahead, 421 G. Morse, K.O. Stanley, Simple evolutionary optimization can rival stochastic gradient descent in neural networks. Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, 477-484, 2016. Reynolds, 1987, Flocks, herds and schools: a distributed behavioral model, ACM SIGGRAPH Comput. Graph., 21, 25, 10.1145/37402.37406 Y. Semet, U. O’Reilly, F. Durand, An interactive artificial ant approach to non-photorealistic rendering. Genetic and Evolutionary Computation Conference, 188-200, 2004. K. Sims, Artificial evolution for computer graphics ACM, 1991. Storn, 1997, Differential evolution–a simple and efficient heuristic for global optimization over continuous spaces, J. Glob. Optim., 11, 341, 10.1023/A:1008202821328 E.S. Tzafestas. Integrating drawing tools with behavioral modeling in digital painting. Proceedings of the 2000 ACM Workshops on Multimedia, 39-42. T. Unemi. SBART 2.4: Breeding 2D CG images and movies and creating a type of collage. Knowledge-Based Intelligent Information Engineering Systems, 1999. Proceedings of the Third International Conference, 288-291. Urbano, 2005, Playing in the pheromone playground: experiences in swarm painting, Workshops Appl. Evolut. Comput., 527 Urbano, 2006, Consensual paintings, Workshops Appl. Evolut. Comput., 622 P. Urbano, The t. albipennis sand painting artists. European Conference on the Applications of Evolutionary Computation, 414–423, 2011. Von Neumann, 1951, The general and logical theory of automata, Cereb. Mech. Behav., 1, 1 Von Neumann, 1966, Theory of self-reproducing automata, IEEE Trans. Neural Netw., 5, 3 Whitelaw, 2004 Wolfram, 1983, Statistical mechanics of cellular automata, Rev. Mod. Phys., 55, 601, 10.1103/RevModPhys.55.601 J. Zhang, R. Taarnby, A. Liapis, S. Risi, DrawCompileEvolve: Sparking interactive evolutionary art with human creations. International Conference on Evolutionary and Biologically Inspired Music and Art, 261-273, 2015.