Convergence rates for Tikhonov regularization of a two-coefficient identification problem in an elliptic boundary value problem.
Dinh Nho HàoTran Nhan Tam QuyenPublished in: Numerische Mathematik (2012)
Keyphrases
- boundary value problem
- convergence rate
- differential equations
- tikhonov regularization
- boundary conditions
- gaussian kernels
- learning rate
- variational inequalities
- primal dual
- numerical solution
- partial differential equations
- reproducing kernel hilbert space
- image restoration
- finite element method
- convex optimization
- loss function
- learning algorithm
- regularization parameter
- linear programming
- pairwise
- optimal solution