Alternate document:   Details   Co-evolving Cellular Architectures by Cellular Programming (96) Moshe Sipper, Eytan Ruppin

Alternate document:   Details   Co-Evolving Architectures for Cellular Machines (96) Moshe Sipper, Eytan Ruppin

Alternate document:   Details   Co-evolving Parallel Random Number Generators (96) Moshe Sipper, Marco Tomassini

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Co-evolving Non-Uniform Cellular Automata to Perform Computations (1996)  (Make Corrections)  (22 citations)
Moshe Sipper
Parallel Problem Solving from Nature -- PPSN IV



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Abstract: A major impediment of cellular automata (CA) stems from the difficulty of utilizing their complex behavior to perform useful computations. Recent studies by [ Packard, 1988, Mitchell et al., 1994b ] have shown that CAs can be evolved to perform a computational task. In this paper non-uniform CAs are studied, where each cell may contain a different rule, in contrast to the original, uniform model. We describe experiments in which non-uniform CAs are evolved to perform the computational task... (Update)

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BibTeX entry:   (Update)

Moshe Sipper. Co-evolving non-uniform cellular automata to perform computations. Physica D, 92:193--208, 1996. http://citeseer.ist.psu.edu/sipper96coevolving.html   More

@inproceedings{ sipper96coevolving,
    author = "Moshe Sipper and Marco Tomassini",
    title = "Co-evolving Parallel Random Number Generators",
    booktitle = "Parallel Problem Solving from Nature -- {PPSN} {IV}",
    publisher = "Springer",
    address = "Berlin",
    editor = "Hans-Michael Voigt and Werner Ebeling and Ingo Rechenberg and Hans-Paul Schwefel",
    pages = "950--959",
    year = "1996",
    url = "citeseer.ist.psu.edu/sipper96coevolving.html" }
Citations (may not include all citations):
1051   Optimization and Machine Learning (context) - Goldberg, in - 1989
98   Cellular Automata Machines (context) - Toffoli, Margolus - 1987
86   Evolutionary phenomena in simple dynamics (context) - Lindgren - 1992
80   Theory of Self-Reproducing Automata (context) - von Neumann - 1966
77   Oxford University Press (context) - Kauffman, of - 1993
75   Universality and complexity in cellular automata (context) - Wolfram - 1984
70   Statistical mechanics of cellular automata (context) - Wolfram - 1983
59   Computation at the edge of chaos: phase transitions and emer.. (context) - Langton - 1990
56   Cellular Automata (context) - Codd - 1968
55   Essays on cellular automata (context) - Burks - 1970
50   Physics-like models of computation (context) - Margolus - 1984
46   Evolving cellular automata to perform computations: Mechanis.. (context) - Mitchell, Crutchfield et al. - 1994
46   Self-reproduction in cellular automata (context) - Langton - 1984
41   International Journal of Theoretical Physics (context) - Fredkin, Toffoli - 1982
39   Revisiting the edge of chaos: Evolving cellular automata to .. - Mitchell, Hraber et al. - 1993

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Documents on the same site (http://lslwww.epfl.ch/~moshes/papers_list.html):   More
If the Milieu is Reasonable: Lessons from Nature on Creating Life - Sipper (1997)   (Correct)
Quasi-Uniform Computation-Universal Cellular Automata - Sipper (1995)   (Correct)
Toward a Viable, Self-Reproducing Universal Computer - Perrier, Sipper, Zahnd (1996)   (Correct)

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