Using machine learning to predict catastrophes in dynamical systems.
Jesse BerwaldTomás GedeonJohn W. SheppardPublished in: J. Comput. Appl. Math. (2012)
Keyphrases
- dynamical systems
- machine learning
- differential equations
- dynamic systems
- control theory
- dynamical behavior
- phase space
- state space
- linear systems
- predictive state representations
- nonlinear dynamical systems
- qualitative simulation
- machine learning algorithms
- text mining
- learning problems
- model selection
- dynamical models
- agent environment
- partially observable
- discrete dynamical systems
- nonlinear dynamics
- learning algorithm