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Correlation Analysis of the Synchronizing-CA Landscape

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Abstract

A correlation analysis will be applied to subspaces of the fitness landscape generated by the synchronization task for one- dimensional cellular automata. This results in a stochastic model that can be used to characterize the correlation structure of those subspaces. The results show that both subspaces can be characterized by an AR(2) model, both for point mutation and crossover.

Suggested Citation

  • Wim Hordijk, 1997. "Correlation Analysis of the Synchronizing-CA Landscape," Working Papers 97-01-005, Santa Fe Institute.
    • Handle: RePEc:wop:safiwp:97-01-005
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    References listed on IDEAS

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    1. Rajarshi Das & James P. Crutchfield & Melanie Mitchell & James E. Hanson, 1995. "Evolving Globally Synchronized Cellular Automata," Working Papers 95-01-005, Santa Fe Institute.
    2. Wim Hordijk & James P. Crutchfield & Melanie Mitchell, 1996. "Embedded-Particle Computation in Evolved Cellular Automata," Working Papers 96-09-073, Santa Fe Institute.
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    Cited by:

    1. Dan Rockmore & Peter Kostelec & Wim Hordijk & Peter F. Stadler, 1999. "Fast Fourier Transform for Fitness Landscapes," Working Papers 99-10-068, Santa Fe Institute.
    2. Christian M. Reidys & Peter F. Stadler, 1998. "Neutrality in Fitness Landscapes," Working Papers 98-10-089, Santa Fe Institute.
    3. Peter F. Stadler & Rudi Seitz & Günter P. Wagner, 1999. "Evolvability of Complex Characters," Working Papers 99-01-001, Santa Fe Institute.

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    1. Wim Hordijk, 1996. "The Structurte of the Synchronizing-CA Landscape," Working Papers 96-09-077, Santa Fe Institute.
    2. Christian M. Reidys & Peter F. Stadler, 1998. "Neutrality in Fitness Landscapes," Working Papers 98-10-089, Santa Fe Institute.
    3. James E. Hanson & James P. Crutchfield, 1995. "Computational Mechanics of Cellular Automata: An Example," Working Papers 95-10-095, Santa Fe Institute.
    4. Wim Hordijk & James P. Crutchfield & Melanie Mitchell, 1998. "Mechanisms of Emergent Computation in Cellular Automata," Working Papers 98-04-034, Santa Fe Institute.

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