Linking Microscopic and Macroscopic Models for Evolution: Markov Chain Network Training and Conservation Law Approximations
Roderick V. N. MelnikPublished in: CoRR (2007)
Keyphrases
- markov chain
- monte carlo simulation
- transition probabilities
- steady state
- stationary distribution
- transition matrix
- random walk
- finite state
- stochastic process
- state space
- probabilistic model
- monte carlo method
- monte carlo
- product form
- markov process
- markov chain monte carlo
- training algorithm
- bayesian networks
- learning algorithm
- gibbs sampler
- training set
- random fields
- link prediction