Simulation of a Cellular Automaton with Markov Chains: Applications in Self-Organized Dynamical Systems.
George I. LambrouPenelope IoannidouPaschalis A. BizopoulosPetros ToumpaniarisStavros KepentzisDimitrios D. KoutsourisPublished in: EMBC (2019)
Keyphrases
- dynamical systems
- markov chain
- cellular automaton
- state space
- dynamical behavior
- cellular automata
- qualitative simulation
- monte carlo method
- qualitative differential equations
- steady state
- finite state
- nonlinear dynamical systems
- monte carlo
- transition probabilities
- markov processes
- random walk
- markov model
- stationary distribution
- phase space
- transition matrix
- partially observable markov decision processes
- reinforcement learning
- probabilistic automata
- dynamic programming
- complex systems
- sample path
- sufficient conditions
- particle filter