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Neutral Emergence and Coarse Graining

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Advances in Artificial Life (ECAL 2007)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4648))

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Abstract

We introduce the concept of neutral emergence (defined by analogy to an information theoretic view of neutral evolution), and discuss how it might be used in the engineering of robust emergent systems. We describe preliminary results from an application to coarse graining of cellular automata.

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References

  1. Adami, C.: Introduction to Artificial Life. Springer, Heidelberg (1998)

    MATH  Google Scholar 

  2. Adami, C.: What is complexity? BioEssays 24, 1085–1094 (2002)

    Article  Google Scholar 

  3. Adami, C., Cerf, N.J.: Physical complexity of symbolic sequences. Physica D 137, 62–69 (2000)

    Article  MATH  Google Scholar 

  4. Bar-Yam, Y.: A mathematical theory of strong emergence using multiscale variety. Complexity 9(6), 15–24 (2004)

    Article  Google Scholar 

  5. Berlekamp, E.R., Conway, J.H., Guy, R.K.: Winning Ways for your Mathematical Plays. Academic Press, London (1982)

    MATH  Google Scholar 

  6. Clark, J.A., Stepney, S., Chivers, H.: Breaking the model: finalisation and a taxonomy of security attacks. ENTCS 137(2), 225–242 (2005)

    Google Scholar 

  7. Israeli, N., Goldenfeld, N.: Coarse-graining of cellular automata, emergence, and the predictability of complex systems. Phys. Rev. E 73, 026203 (2006)

    Google Scholar 

  8. Kauffman, S.A.: The Origins of Order: self-organization and selection in evolution. Oxford University Press, Oxford (1993)

    Google Scholar 

  9. Kauffman, S.A.: At Home in the Universe. Oxford University Press, Oxford (1995)

    Google Scholar 

  10. Langton, C.G.: Computation at the Edge of Chaos: Phase-Transitions and Emergent Computation. PhD thesis, University of Michigan (1991)

    Google Scholar 

  11. Mitchell, M., Crutchfield, J.P., Hraber, P.T.: Dynamics, computation, and the ‘edge of chaos’: a re-examination. In: Cowan, G.A., et al. (eds.) Complexity: Metaphors, Models, and Reality, pp. 497–513. Addison-Wesley, Reading (1994)

    Google Scholar 

  12. Ray, A.: Symbolic dynamic analysis of complex systems for anomoly detection. Signal Processing 84, 1115–1130 (2004)

    Article  Google Scholar 

  13. Ronald, E.M.A., Sipper, M., Capcarrère, M.S.: Testing for emergence in artificial life. In: Floreano, D., Mondada, F. (eds.) ECAL 1999. LNCS, vol. 1674, pp. 13–20. Springer, Heidelberg (1999)

    Google Scholar 

  14. Shalizi, C.R.: Causal architecture, complexity and self-organization in time series and cellular automata. PhD thesis, University of Wisconsin at Madison (2001)

    Google Scholar 

  15. Stearns, S.C., Hoekstra, R.F.: Evolution: an introduction. OUP, Oxford (2000)

    Google Scholar 

  16. Stepney, S., Polack, F., Turner, H.: Engineering emergence. In: ICECCS 2006, IEEE Computer Society Press, Los Alamitos (2006)

    Google Scholar 

  17. Takens, F.: Detecting strange attractors in turbulence. In: Rand, D.A., Young, L.-S. (eds.) Dynamical Systems and Turbulence, pp. 230–242. Springer, Heidelberg (1981)

    Google Scholar 

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Fernando Almeida e Costa Luis Mateus Rocha Ernesto Costa Inman Harvey António Coutinho

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© 2007 Springer-Verlag Berlin Heidelberg

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Weeks, A., Stepney, S., Polack, F. (2007). Neutral Emergence and Coarse Graining. In: Almeida e Costa, F., Rocha, L.M., Costa, E., Harvey, I., Coutinho, A. (eds) Advances in Artificial Life. ECAL 2007. Lecture Notes in Computer Science(), vol 4648. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74913-4_113

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  • DOI: https://doi.org/10.1007/978-3-540-74913-4_113

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74912-7

  • Online ISBN: 978-3-540-74913-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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