Ratio control variate method for efficiently determining high-dimensional model representations.
Genyuan LiHerschel A. RabitzPublished in: J. Comput. Chem. (2006)
Keyphrases
- mathematical model
- probabilistic model
- statistical model
- test data
- cost function
- high dimensional
- high order
- network model
- objective function
- study proposes
- prediction model
- sensitivity analysis
- energy function
- modeling method
- clustering method
- hybrid model
- linear model
- monte carlo simulation
- evaluation method
- evaluation model
- parameter space
- classification method
- theoretical analysis
- em algorithm
- prior information
- parameter estimation
- dynamic programming
- bayesian framework
- linear regression
- significant improvement
- bp neural network
- tree structure
- prior knowledge
- detection method
- reconstruction method
- control policy
- representation scheme
- autoregressive
- variable selection
- gaussian distribution
- recognition algorithm
- segmentation method
- nearest neighbor
- pairwise