Markov chain network training and conservation law approximations: Linking microscopic and macroscopic models for evolution.
Roderick V. N. MelnikPublished in: Appl. Math. Comput. (2008)
Keyphrases
- markov chain
- transition probabilities
- monte carlo simulation
- stochastic process
- steady state
- transition matrix
- monte carlo
- markov model
- random walk
- monte carlo method
- markov process
- finite state
- markov chain monte carlo
- probabilistic model
- complex networks
- stationary distribution
- markov models
- state space
- network structure
- product form
- parameter estimation
- machine learning
- mathematical models
- random fields
- gibbs sampler
- neural network