Dimensionality Reduction of Dynamical Systems with Parameters: A Geometric Approach.
Chris WelshmanJohn Martin BrookePublished in: SIAM J. Appl. Dyn. Syst. (2014)
Keyphrases
- dynamical systems
- dimensionality reduction
- nonlinear dynamics
- dynamical behavior
- dynamic systems
- differential equations
- nonlinear dynamical systems
- state space
- linear dynamical systems
- control theory
- phase space
- partially observable
- feature extraction
- linear systems
- qualitative simulation
- dynamical models
- high dimensional
- initial conditions
- monte carlo
- expectation maximization
- low dimensional
- agent environment
- machine learning