Global Convergence of a Closed-Loop Regularized Newton Method for Solving Monotone Inclusions in Hilbert Spaces
نویسندگان
چکیده
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 LevenbergMarquardt type and acts in an open-loop or closed-loop form. In the open-loop case the regularization term may be of bounded variation.
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ورودعنوان ژورنال:
- J. Optimization Theory and Applications
دوره 157 شماره
صفحات -
تاریخ انتشار 2013