Predicting Chaos with Lyapunov Exponents: Zero Plays no Role in Forecasting Chaotic Systems
Author(s) -
D. Gugan,
Justin Leroux
Publication year - 2011
Publication title -
intech ebooks
Language(s) - English
Resource type - Book series
DOI - 10.5772/14349
Subject(s) - lyapunov exponent , chaotic , chaos (operating system) , zero (linguistics) , statistical physics , mathematics , computer science , control theory (sociology) , artificial intelligence , physics , philosophy , control (management) , computer security , linguistics
We propose a novel methodology for forecasting chaotic systems which uses information on local Lyapunov exponents (LLEs) to improve upon existing predictors by correcting for their inevitable bias. Using simula- tions of the Rössler, Lorenz and Chua attractors, we …nd that accuracy gains can be substantial. Also, we show that the candidate selection prob- lem identi…ed in Guégan and Leroux (2009a,b) can be solved irrespective of the value of LLEs. An important corrolary follows: the focal value of zero, which traditionally distinguishes order from chaos, plays no role whatsoever when forecasting deterministic systems.
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