Abstract
By using a constant step-size, the convergence analysis of the gradient projection method on the sphere is presented for a closed spherically convex set. This algorithm is applied to discuss copositivity of operators with respect to cones. This approach can also be used to analyse solvability of nonlinear cone-complementarity problems. To our best knowledge this is the first numerical method related to the copositivity of operators with respect to the positive semidefinite cone. Numerical results concerning the copositivity of operators are also provided.
Original language | English |
---|---|
Pages (from-to) | 1-25 |
Number of pages | 25 |
Journal | Journal of Global Optimization |
Volume | 90 |
Issue number | 1 |
Early online date | 16 Apr 2024 |
DOIs | |
Publication status | Published - 1 Sept 2024 |
Keywords
- Gradient projection method on the sphere
- Copositivity
- Nonlinear cone-complementarity problems
- 90C30
- 90C33