z-logo
open-access-imgOpen Access
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.

The content you want is available to Zendy users.

Already have an account? Click here to sign in.
Having issues? You can contact us here
Accelerating Research

Address

John Eccles House
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom