Identification of nonlinear dynamical systems from chaotic time series

• Main Author: Lu, Fangfang.
• Other Authors: Xu, Daolin
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Mechanical engineering::Mechanics and dynamics
• Online Access: http://hdl.handle.net/10356/6551
• Institution: Nanyang Technological University

The thesis mainly focuses on the problem of nonlinear dynamical system identification from observed time series, which is one of the challenging topics in nonlinear time series analysis. The problem of nonlinear dynamical system identification is addressed in this thesis in three aspects: parameter...