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Contrasting chaos with noise via local versus global information quantifiers
Authors:Felipe Olivares  Angelo Plastino  Osvaldo A. Rosso
Affiliation:1. Departamento de Física, Facultad de Ciencias Exactas, Universidad Nacional de La Plata (UNLP), C.C. 67, 1900 La Plata, Argentina;2. Instituto de Física, IFLP-CCT, Universidad Nacional de La Plata (UNLP), C.C. 727, 1900 La Plata, Argentina;3. LaCCAN/CPMAT – Instituto de Computação, Universidade Federal de Alagoas, BR 104 Norte km 97, 57072-970 Maceió, Alagoas, Brazil;4. Laboratorio de Sistemas Complejos, Facultad de Ingeniería, Universidad de Buenos Aires, 1063 Av. Paseo Colón 840, Ciudad Autónoma de Buenos Aires, Argentina;5. Fellow of CONICET, Argentina
Abstract:At issue here is the distinction between noise and chaos. They are different phenomena but sometimes produce results that resemble each other. From a numerical viewpoint, in particular, subtle differences that exist between them are often difficult to discern. We present here a conceptual scheme, based on Information Theory, that successfully distinguishes between these two regimes. The idea is to look for the location of the pertinent signal on a special plane, called the information-one, whose axes are entropic-like measures. Using these quantifiers (one local, the other global), the contrast between the two dynamical regimes becomes apparent.
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