Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems.
Adarsh IyerNibodh BoddupalliJeff MoehlisPublished in: CoRR (2024)
Keyphrases
- dynamical systems
- genetic programming
- symbolic regression
- dynamical behavior
- dynamic systems
- nonlinear dynamical systems
- dynamical models
- probabilistic model
- state space
- finite state
- phase space
- differential equations
- past observations
- predictive state representations
- linear dynamical systems
- latent variable models
- neural network
- machine learning algorithms
- model selection
- fuzzy logic
- dynamic programming
- learning algorithm