A Kantorovich-type convergence analysis of the Newton‐Josephy method for solving variational inequalities

A Kantorovich-type convergence analysis of the Newton‐Josephy method for solving variational inequalities

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Article ID: iaor20108160
Volume: 55
Issue: 4
Start Page Number: 447
End Page Number: 466
Publication Date: Dec 2010
Journal: Numerical Algorithms
Authors: ,
Keywords: Newton method
Abstract:

We present a Kantorovich-type semilocal convergence analysis of the Newton‐Josephy method for solving a certain class of variational inequalities. By using a combination of Lipschitz and center-Lipschitz conditions, and our new idea of recurrent functions, we provide an analysis with the following advantages over the earlier works (Wang 2009, Wang and Shen, 2004) (under the same or less computational cost): weaker sufficient convergence conditions, larger convergence domain, finer error bounds on the distances involved, and an at least as precise information on the location of the solution.

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