Simulation of oil drilling time series using monte carlo and bayesian networks.
Mariana Dehon Costa e LimaSilvia Modesto NassarPaulo José de Freitas FilhoPublished in: WSC (2015)
Keyphrases
- monte carlo
- bayesian networks
- monte carlo simulation
- simulation study
- monte carlo method
- markov chain
- monte carlo methods
- importance sampling
- adaptive sampling
- monte carlo tree search
- oil field
- stochastic approximation
- particle filter
- markovian decision
- point processes
- matrix inversion
- variance reduction
- temporal difference
- state space
- global illumination
- game tree search
- confidence intervals
- conditional probabilities
- upper bound
- quasi monte carlo
- reinforcement learning