Optimization of population annealing Monte Carlo for large-scale spin-glass simulations.
Amin BarzegarChristopher PattisonWenlong WangHelmut G. KatzgraberPublished in: CoRR (2017)
Keyphrases
- monte carlo
- monte carlo methods
- simulation study
- importance sampling
- monte carlo simulation
- markov chain
- adaptive sampling
- monte carlo method
- markovian decision
- monte carlo tree search
- global illumination
- variance reduction
- matrix inversion
- game tree
- constrained optimization
- game tree search
- stochastic approximation
- machine learning
- particle filter
- simulated annealing
- point processes
- active learning