Quadratic Growth Conditions for Convex Matrix Optimization Problems Associated with Spectral Functions.
Ying CuiChao DingXinyuan ZhaoPublished in: SIAM J. Optim. (2017)
Keyphrases
- optimization problems
- semidefinite
- objective function
- spectral relaxation
- convex functions
- penalty functions
- quadratic function
- evolutionary algorithm
- quasiconvex
- sufficient conditions
- cost function
- nonlinear programming
- metaheuristic
- positive semidefinite
- semidefinite programming
- convex optimization
- low rank
- symmetric matrix
- traveling salesman problem
- spectral decomposition
- constrained minimization
- optimization methods
- pairwise
- linear programming
- combinatorial optimization
- semi definite programming
- convex optimization problems
- singular value decomposition
- interior point methods
- multispectral
- linear functions
- singular values
- optimal solution