2 papers
math.OC2024
An Inexact Regularized Proximal Newton Method without Line Search
Simeon vom Dahl, Christian Kanzow
In this paper, we introduce an inexact regularized proximal Newton method (IRPNM) that does not require any line search. The method is designed to minimize the sum of a twice conti…
math.OC2010
Generalized Newton's Method based on Graphical Derivatives
T. Hoheisel, C. Kanzow, B. S. Mordukhovich +1
This paper concerns developing a numerical method of the Newton type to solve systems of nonlinear equations described by nonsmooth continuous functions. We propose and justify a n…