A Posteriori Error Estimation for a PDE-Constrained Optimization Problem Involving the Generalized Oseen Equations.
Alejandro AllendesEnrique OtárolaRichard RankinPublished in: SIAM J. Sci. Comput. (2018)
Keyphrases
- constrained optimization
- error estimation
- model selection
- constrained optimization problems
- error estimates
- constraint handling
- closed form solutions
- partial differential equations
- conservation laws
- unconstrained optimization
- objective function
- numerical scheme
- anisotropic diffusion
- generalization error
- penalty function
- augmented lagrangian
- interval analysis
- inequality constraints
- level set
- lagrange multipliers
- image denoising
- stationary points
- penalty functions
- machine learning
- training set
- learning process
- optimization problems
- maximum likelihood
- cross validation