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Abstract
We study convergence of the Newton method for solving generalized equations of the form f(x)+F(x)∋0, where f is a continuous but not necessarily smooth function and F is a set-valued mapping with closed graph, both acting in Banach spaces. We present a Kantorovich-type theorem concerning r-linear convergence for a general algorithmic strategy covering both nonsmooth and smooth cases. Under various conditions we obtain higher-order convergence. Examples and computational experiments illustrate the theoretical results.
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RC
Radek Cibulka
NTIS - Dept. of Mathematics, Faculty of Applied Sciences, University of West Bohemia, Univerzitní 22, 306 14 Pilsen, Czech Republic
R. Cibulka, A. L. Dontchev, J. Preininger, T. Roubal, V. Veliov. “Kantorovich-Type Theorems for Generalized Equations.” Journal of Convex Analysis 25 (2018), No. 2, 459–486.