Generalized Newton Method with Positive Definite Regularization for Nonsmooth Optimization Problems with Nonisolated Solutions.
Zijian ShiMiantao ChaoPublished in: J. Optim. Theory Appl. (2024)
Keyphrases
- newton method
- optimization problems
- regularized least squares
- convergence analysis
- linear equations
- variational inequalities
- reproducing kernel hilbert space
- optimality conditions
- nonlinear programming
- evolutionary algorithm
- linear svm
- kernel function
- optimal solution
- kernel methods
- regularization term
- global convergence
- total variation
- kernel matrix
- covariance matrix
- kernel machines
- loss function