Model Boundary Approximation Method as a Unifying Framework for Balanced Truncation and Singular Perturbation Approximation.
Philip E. ParéDavid GrimsmanAlma T. WilsonMark K. TranstrumSean WarnickPublished in: IEEE Trans. Autom. Control. (2019)
Keyphrases
- probabilistic model
- statistical model
- mathematical model
- closed form
- modeling method
- mathematical framework
- evaluation method
- main contribution
- generic model
- theoretical analysis
- piecewise constant
- approximation methods
- computational model
- cost function
- sensitivity analysis
- objective function
- reference model
- parameter estimation
- em algorithm
- energy function
- theoretical framework
- prediction model
- dynamic programming
- tree structure
- prior knowledge
- kalman filter
- bayesian inference
- prior information
- learning scheme
- reconstruction method
- conceptual model
- matrix representation
- difference equations
- similarity measure
- feature selection
- error tolerance
- linear model
- statistical methods
- test data
- classification method
- segmentation method
- model selection
- input data
- support vector machine
- probability distribution
- pairwise