Forecasting chaotic systems: The role of local Lyapunov exponents

摘要: We propose a novel methodology for forecasting chaotic systems which is based on exploiting the information conveyed by local Lyapunov exponents of system. This used to correct inevitable bias most non-parametric predictors. Using simulated data, we show that gains in prediction accuracy can be substantial.