Rapid mixing of the hardcore Glauber dynamics and other Markov chains in bounded-treewidth graphs.
David EppsteinDaniel FrishbergPublished in: CoRR (2021)
Keyphrases
- bounded treewidth
- markov chain
- np complete
- steady state
- finite state
- decision problems
- transition probabilities
- conjunctive queries
- markov model
- stationary distribution
- boolean functions
- relational learning
- markov processes
- probabilistic automata
- transition matrix
- random walk
- state space
- query evaluation
- bounded degree
- search algorithm
- monadic datalog
- lower bound
- computational complexity