A novel method for optimal model simplification of large scale linear discrete-time systems.
Ganji VasuMangipudi SivakumarManyala Ramalinga RajuPublished in: Int. J. Autom. Control. (2016)
Keyphrases
- mathematical model
- probabilistic model
- statistical model
- closed form
- dynamic programming
- theoretical analysis
- linear model
- sensitivity analysis
- cost function
- objective function
- linear models
- hybrid model
- computational model
- preprocessing
- weighting coefficients
- evaluation method
- nonlinear models
- classification method
- management system
- em algorithm
- parameter estimation
- similarity measure
- prior knowledge
- input data
- detection method
- high order
- optimization method
- statistical methods
- test data
- piecewise constant
- energy function
- autoregressive
- monte carlo simulation
- tree structure
- bp neural network
- prediction model
- prior information
- transfer function
- linear regression
- continuous variables
- weight vector
- feature subset
- parameter space
- optimal linear