Abstract
Using Chemical Organisation Theory [1] we present here an analysis of two classical models of artificial chemistries: a system equivalent to AlChemy [2], and the Automata Chemistry [3]. We show that Chemical Organisation Theory is able to explain why AlChemy was unable to evolve, while the Automata Chemistry would produce a stream of novelty that would on the one side explore the space of the possible molecules (and organisations) and on the other build upon the previous findings of the system. We relate to Suzuki’s et al. [4] ten necessary conditions for the evolutions of complex forms of life, by adding an 11th one.
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Dittrich, P., Speroni di Fenizio, P.: Chemical organisation theory. Bull. Math. Biol. 69(4), 1199–1231 (2007)
Fontana, W.: Algorithmic chemistry. In: Langton, C.G., Taylor, C., Farmer, J.D., Rasmussen, S. (eds.) Artificial Life II, pp. 159–210. Addison-Wesley, Redwood City (1992)
Dittrich, P., Banzhaf, W.: Self-evolution in a constructive binary string system. Artif. Life 4(2), 203–220 (1998)
Suzuki, H., Ono, N., Yuta, K.: Several necessary conditions for the evolution of complex forms of life in an artificial environment. Artif. Life 9(2), 153–174 (2003)
Fontana, W., Buss, L.W.: ’The arrival of the fittest’: Toward a theory of biological organization. Bull. Math. Biol. 56, 1–64 (1994)
Fontana, W., Buss, L.W.: The barrier of objects: From dynamical systems to bounded organization. In: Casti, J., Karlqvist, A. (eds.) Boundaries and Barriers, pp. 56–116. Addison-Wesley, Redwood City (1996)
Centler, F., Dittrich, P.: Chemical organizations in atmospheric photochemistries - a new method to analyze chemical reaction networks. Planetary and Space Science 55, 413–428 (2007)
Centler, F., Speroni di Fenizio, P., Matsumaru, N., Dittrich, P.: Chemical organizations in the central sugar metabolism of escherichia coli. In: Mathematical Modeling of Biological Systems, vol. I. A Birkhäuser book, Basel (2007)
Matsumaru, N., Speroni di Fenizio, P., Centler, F., Dittrich, P.: On the evolution of chemical organizations. In: Artmann, S., Dittrich, P. (eds.) Explorations in the Complexity of Possible Life: Abstracting and Synthesizing the Principles of Living Systems, Proceedings of the 7th German Workshop of Artificial Life, pp. 135–146. Akademische Verlagsgesellschaft Aka GmbH, Berlin (2006)
Speroni di Fenizio, P.: Chemical organization theory. PhD thesis, Friedrich-Schiller-University Jena (February 2007)
Speroni di Fenizio, P.: A less abstract artficial chemistry. In: Bedau, M.A., McCaskill, J.S., Packard, N.H., Rasmussen, S. (eds.) Artificial Life VII, pp. 49–53. MIT Press, Cambridge (2000)
Speroni di Fenizio, P., Banzhaf, W.: Stability of metabolic and balanced organisations. In: Kelemen, J., Sosík, P. (eds.) ECAL 2001. LNCS (LNAI), vol. 2159, pp. 196–205. Springer, Heidelberg (2001)
Hindley, J.R., Seldin, J.P.: Lambda-Calculus and Combinators: An Introduction. Cambridge University Press, New York (2008)
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Speroni di Fenizio, P., Matsumaru, N., Dittrich, P. (2011). Flying over Mount Improbable. In: Kampis, G., Karsai, I., Szathmáry, E. (eds) Advances in Artificial Life. Darwin Meets von Neumann. ECAL 2009. Lecture Notes in Computer Science(), vol 5777. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21283-3_48
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DOI: https://doi.org/10.1007/978-3-642-21283-3_48
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