摘要
We analyze the global convergence properties of some variants of regularized continuous Newton methods for convex optimization and monotone inclusions in Hilbert spaces. The regularization term is of Levenberg-Marquardt type and acts in an open-loop or closed-loop form. In the open-loop case the regularization term may be of bounded variation.
- 出版日期2013-6