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1998
Springer

Mechanisms of Emergent Computation in Cellular Automata

10 years 3 months ago
Mechanisms of Emergent Computation in Cellular Automata
Abstract. We introduce a class of embedded-particle models for describing the emergent computational strategies observed in cellular automata (CAs) that were evolved for performing certain computational tasks. The models are evaluated by comparing their estimated performances with the actual performances of the CAs they model. The results show, via a close quantitative agreement, that the embedded-particle framework captures the main information processing mechanisms of the emergent computation that arise in these evolved CAs.
Wim Hordijk, James P. Crutchfield, Melanie Mitchel
Added 06 Aug 2010
Updated 06 Aug 2010
Type Conference
Year 1998
Where PPSN
Authors Wim Hordijk, James P. Crutchfield, Melanie Mitchell
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