DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization.
Fernando LejarzaMichael BaldeaPublished in: CoRR (2021)
Keyphrases
- dynamical systems
- data driven
- differential equations
- linear systems
- dynamic systems
- control theory
- qualitative simulation
- state space
- phase space
- linear quadratic
- numerical solution
- partially observable
- difference equations
- nonlinear dynamical systems
- predictive state representations
- dynamical behavior
- partially observable markov decision processes
- ordinary differential equations
- nonlinear dynamics
- sufficient conditions
- qualitative reasoning
- agent environment