Abstract
Internet based parallel genetic programming (GP) creates fractal patterns like Koch’s snow flake. Pfeiffer, http://www.cs.ucl.ac.uk/staff/W.Langdon/pfeiffer.html, by analogy with seed/embryo development, uses Lindenmayer grammars and LOGO style turtle graphics written in Javascript and Perl. 298 novel pictures were produced. Images are placed in animated snow globes (computerised snowstorms) by www web browsers anywhere on the planet. We discuss artificial life (Alife) evolving autonomous agents and virtual creatures in higher dimensions from a free format representation in the context of neutral networks, gene duplication and the evolution of higher order genetic operators.
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References
Chong, F.S., Langdon, W.B.: Java based distributed genetic programming on the internet. In: Banzhaf, W., et al. (eds.) GECCO, p. 1229. Morgan Kaufmann, San Francisco (1999)
Dawkins, R.: The blind Watchmaker. Longman Scientific and Technical, Harlow (1986)
Goldberg, D.E.: Genetic Algorithms in Search Optimization and Machine Learning. Addison-Wesley, Reading (1989)
Gruau, F.: Neural Network Synthesis using Cellular Encoding and the Genetic Algorithm. PhD thesis, Laboratoire de l’Informatique du Parallilisme, Ecole Normale Supirieure de Lyon, France (1994)
Hemberg, M., O’Reilly, U.-M., Nordin, P., et al.: GENR8 - A design tool for surface generation. In: Goodman, E.D. (ed.) GECCO Late Breaking Papers, San Francisco, July 9–11, pp. 160–167 (2001)
Hornby, G.S., Pollack, J.B.: Creating high-level components with a generative representation for body-brain evolution. Artificial Life 8(3), 223–246 (2002)
Jacob, C.: Illustrating Evolutionary Computation with Mathemat-ica. Morgan Kaufmann, San Francisco (2001)
Mock, K.J.: Wildwood: The evolution of L-system plants for virtual environments. In: Proceedings of the 1998 IEEE World Congress on Computational Intelligence, Anchorage, Alaska, USA, May 5-9, pp. 476–480. IEEE Press, Los Alamitos (1998)
O’Neill, M., Ryan, C.: Grammatical evolution. IEEE Transactions on Evolutionary Computation 5(4), 349–358 (2001)
Ortega, A., Dalhoum, A.l.A., Alfonseca, M., et al.: Grammatical evolution to design fractal curves with a given dimension. IBM Journal Research and Development 47(4), 483–493 (2003)
Ridley, M.: The Red Queen, Sex and the Evolution of Human Nature. Penquin (1993)
Sims, K.: Evolving 3D morphology and behaviour by competition. In: Brooks, R., Maes, P. (eds.) Artificial Life IV Proceedings, pp. 28–39. MIT Press, Cambridge (1994)
Smith, T., Husbands, P., Layzell, P., O’Shea, M., et al.: Fitness landscapes and evolvability. Evolutionary Computation 10(1), 1–34 (2002)
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Langdon, W.B. (2004). Global Distributed Evolution of L-Systems Fractals. In: Keijzer, M., O’Reilly, UM., Lucas, S., Costa, E., Soule, T. (eds) Genetic Programming. EuroGP 2004. Lecture Notes in Computer Science, vol 3003. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24650-3_33
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DOI: https://doi.org/10.1007/978-3-540-24650-3_33
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