Accelerated Monte Carlo system reliability analysis through machine-learning-based surrogate models of network connectivity.
Raphael E. SternJunho SongDaniel B. WorkPublished in: Reliab. Eng. Syst. Saf. (2017)
Keyphrases
- monte carlo
- reliability analysis
- network connectivity
- machine learning
- sensor networks
- wireless sensor networks
- markov chain
- multi hop
- importance sampling
- monte carlo simulation
- feature selection
- data mining
- conditional density estimation
- particle filter
- adaptive sampling
- monte carlo tree search
- markovian decision
- network bandwidth
- matrix inversion
- variance reduction
- decision trees
- video streaming
- text classification
- computational intelligence
- mobile ad hoc networks
- mobile nodes
- video streams
- survival analysis
- model selection
- reinforcement learning
- quasi monte carlo
- genetic algorithm