Items for "nonlinear dynamical systems"

Online Bayesian Modeling and Prediction of Nonlinear Systems Sequential Monte Carlo Approach

OBJECTIVES: Given time-series data from an unknown target system, one often wants to build a model for the system behind the data and make predictions...

Keywords: Online learning and prediction, Bayesian learning and prediction, nonlinear dynamical systems, Sequential Monte Carlo (particle filter)