Solving Log-Determinant Optimization Problems by a Newton-CG Primal Proximal Point Algorithm.
Chengjing WangDefeng SunKim-Chuan TohPublished in: SIAM J. Optim. (2010)
Keyphrases
- proximal point algorithm
- optimization problems
- primal dual
- objective function
- combinatorial optimization
- nonlinear programming
- linear programming problems
- cost function
- linear program
- evolutionary algorithm
- convex optimization problems
- linear programming
- image restoration
- simplex algorithm
- metaheuristic
- optimization methods
- least squares
- optimal solution
- denoising
- support vector
- dual variables
- basis pursuit
- convergence rate
- markov random field
- higher order