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Abstract: This paper reports the application of new methods for detecting computation in nonlinear processes to a simple evolutionary model that allows us to directly address these questions. The main result is the evolutionary discovery of methods for emergent global computation in a spatially distributed system consisting of locally interacting processors (Update)
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BibTeX entry: (Update)
Crutchfield, J. P., and M. Mitchell, "The evolution of emergent computation", Proceedings of the National Academy of Sciences, USA 92 (23) (1995), 10742--10746. http://citeseer.ist.psu.edu/crutchfield95evolution.html More
@techreport{ crutchfield94evolution,
author = "James P. Crutchfield and Melanie Mitchell",
title = "The Evolution of Emergent Computation",
number = "94-03-012",
year = "1994",
url = "citeseer.ist.psu.edu/crutchfield95evolution.html" }
Citations (may not include all citations):1931 Adaptation in Natural and Artificial Systems (context) - Holland - 1975
1911 Introduction to Automata Theory (context) - Hopcroft, Ullman - 1979
80 Theory of Self-Reproducing Automata (context) - von Neumann - 1966
46 Evolving cellular automata to perform computations: Mechanis.. (context) - Mitchell, Crutchfield et al. - 1994
39 A general framework for parallel distributed processing (context) - Rumelhart, Hinton et al. - 1986
39 Revisiting the edge of chaos: Evolving cellular automata to .. - Mitchell, Hraber et al. - 1993
37 Universal computation in a simple one-dimensional cellular a.. (context) - Lindgren, Nordahl - 1990
36 Inferring statistical complexity (context) - Crutchfield, Young - 1989
32 Efficient capital markets II (context) - Fama - 1991
30 Turbulent pattern bases for cellular automata - Crutchfield, Hanson - 1993
30 The attractor-basin portrait of a cellular automaton (context) - Hanson, Crutchfield - 1992
23 Real-time language recognition by one-dimensional cellular a.. (context) - Smith - 1972
22 Cellular automata as models of complexity (context) - Wolfram - 1984
21 Emergent computation: Self-organizing (context) - Forrest - 1990
19 No perfect two-state cellular automata for density classific.. (context) - Land, Belew - 1995
15 Is anything ever new (context) - Crutchfield - 1994
11 Dictyostelium discoideum: A model system for cell-cell inter.. (context) - Devreotes - 1989
6 Nonergodic one-dimensional media and reliable computation (context) - Gacs - 1985
5 From individual to collective behaviour in social insects: L.. (context) - Pasteels, Deneubourg - 1987
4 Englewood Cliffs (context) - Milgrom, Roberts et al. - 1992
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