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Dynamic behaviour of chaotic cellular automata

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Author(s):
Macedo, Heverton B. ; Oliveira, Gina M. B. ; Ribeiro, Carlos H. C. ; IEEE
Total Authors: 4
Document type: Journal article
Source: 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013); v. N/A, p. 6-pg., 2013-01-01.
Abstract

This work investigates elementary cellular automata comparing their dynamic evolution on two topologies: the usual regular lattice and a small-world network constructed as a directed graph. The number of iterations for any initial perturbation to propagate over all cells of the automaton corresponds to how quickly an initial configuration reaches a high entropy state, and the temporal rate of propagation of the perturbation can be evaluated from a chaotic set of elementary cellular automata rules using an entropy measure. Results indicate that the average entropy can be nearly tripled in the small-world network topology, suggesting much faster applications (e. g. in Cryptography) from alterations in the topological arrangement of usual cellular automata regular lattices. (AU)

FAPESP's process: 11/17610-0 - Monitoring and control of dynamic systems subject to faults
Grantee:Roberto Kawakami Harrop Galvão
Support Opportunities: Research Projects - Thematic Grants