Forecasting high-dimensional dynamics exploiting suboptimal embeddings

Shunya Okuno, Kazuyuki Aihara, Yoshito Hirata

Delay embedding---a method for reconstructing dynamical systems by delay coordinates---is widely used to forecast nonlinear time series as a model-free approach. When multivariate…