An innovative approach for identifying boundaries of a basin of attraction for a dynamical system using Monte Carlo techniques and Lyapunov exponents.
Ali Reza ArmiyoonChristine Qiong WuPublished in: CDC (2014)
Keyphrases
- monte carlo
- lyapunov exponents
- dynamical systems
- chaotic dynamics
- nonlinear dynamics
- dynamic systems
- markov chain
- state space
- differential equations
- nonlinear dynamical systems
- monte carlo tree search
- particle filter
- fixed point
- phase space
- variance reduction
- cellular automata
- reinforcement learning methods
- neural network
- dynamical behavior
- control law
- temporal difference
- adaptive control
- image segmentation
- learning algorithm