Comparing three stochastic search algorithms for computational protein design: Monte Carlo, replica exchange Monte Carlo, and a multistart, steepest-descent heuristic.
David MignonThomas SimonsonPublished in: J. Comput. Chem. (2016)
Keyphrases
- monte carlo
- markov chain
- stochastic search algorithms
- adaptive sampling
- importance sampling
- monte carlo tree search
- monte carlo methods
- monte carlo simulation
- game tree
- particle filter
- game tree search
- global illumination
- markovian decision
- matrix inversion
- monte carlo method
- optimal strategy
- simulation study
- stochastic approximation
- temporal difference
- genetic algorithm
- policy evaluation
- worst case
- upper bound
- evolutionary algorithm
- quasi monte carlo