Dynamical systems theory

Related lectures (31)

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Covers the dynamics of discrete systems and the concept of orbits in Riemann varieties.

Explores online gradient boosting for non-stochastic control problems, emphasizing policy regret minimization and stability in control.

Covers system variables, types of systems, and process control in static and dynamic systems.

Explores linear response for chaotic systems, discussing SRB states, Lyapunov exponents, and convergence of the response formula.

Covers mathematical modeling in chemistry and biology, including chemical reactions, enzymatic kinetics, and population dynamics.

Covers the theoretical basis of linear and nonlinear dynamical systems for engineers.

Covers the modeling of dynamic systems, including definitions, examples, and linearization processes for easier analysis.

Discusses faults in intelligent maintenance, Denoising Sparse Wavelet Network, Koopman operator theory, and Graph Neural Networks.

Covers the symmetries in space-time and dynamical equations, with examples from Newtonian dynamics.

Covers mathematical modeling of dynamical systems, focusing on electromechanical systems and DC servomotors.