Dimensionality reduction in discrete-time dynamical systems.
Chengyi TuYu WuJianhong LuoYi JiangXuwei PanPublished in: Commun. Nonlinear Sci. Numer. Simul. (2023)
Keyphrases
- dynamical systems
- dimensionality reduction
- linear quadratic
- differential equations
- dynamic systems
- high dimensional
- pattern recognition
- state space
- markov chain
- high dimensional data
- nonlinear dynamical systems
- principal component analysis
- feature extraction
- low dimensional
- feature selection
- feature space
- linear systems
- qualitative simulation
- control theory
- neural network
- finite state
- partially observable
- phase space
- manifold learning
- predictive state representations
- agent environment
- data points
- nonlinear dynamics
- linear dynamical systems
- dynamical models
- control law
- search algorithm
- spatio temporal
- qualitative differential equations