Markov chain aggregation and its applications to combinatorial reaction networks
Arnab GangulyTatjana PetrovHeinz KoepplPublished in: CoRR (2013)
Keyphrases
- markov chain
- steady state
- monte carlo
- finite state
- stationary distribution
- transition probabilities
- random walk
- markov process
- monte carlo simulation
- monte carlo method
- state space
- markov model
- transition matrix
- stochastic process
- social networks
- sufficient conditions
- network structure
- state transition
- gibbs sampling
- least squares
- dynamic programming
- search space
- reinforcement learning
- neural network