Adaptive Stochastic Collocation Method for Parameterized Statistical Timing Analysis with Quadratic Delay Model.
Yi WangXuan ZengJun TaoHengliang ZhuWei CaiPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2008)
Keyphrases
- objective function
- cost function
- statistical model
- mathematical model
- detection method
- prediction model
- sensitivity analysis
- statistical methods
- study proposes
- parameter estimation
- energy function
- monte carlo simulation
- similarity measure
- statistical information
- modeling method
- probabilistic model
- prior knowledge
- theoretical analysis
- em algorithm
- stochastic model
- test data
- regression analysis
- input data
- extreme value theory
- closed form
- autoregressive
- linear model
- evaluation method
- gaussian distribution
- parameter space
- prior information
- kalman filter
- high order
- statistical models
- pairwise
- linear regression
- bp neural network
- bayesian framework
- segmentation method
- evaluation model
- clustering method
- statistical analysis
- stochastic programming
- reinforcement learning