A new sufficient condition for the convergence of the DFP algorithm with Wolfe line search

A new sufficient condition for the convergence of the DFP algorithm with Wolfe line search

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Article ID: iaor19981959
Country: China
Volume: 9
Issue: 3
Start Page Number: 259
End Page Number: 269
Publication Date: Jul 1996
Journal: Journal of Systems Science and Complexity
Authors: ,
Abstract:

The Davidon–Fletcher–Powell (DFP) algorithm is one of the most famous numerical algorithms for unconstrained optimization. It is an open problem whether the DFP algorithm with inexact line searches is globally convergent. In this paper, the authors propose a sufficient condition for the convergence of the DFP algorithm with Wolfe line search on uniformly convex objective function.

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