A global Newton method II: Analytic centers

A global Newton method II: Analytic centers

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Article ID: iaor19951815
Country: Netherlands
Volume: 62
Issue: 2
Start Page Number: 223
End Page Number: 237
Publication Date: Nov 1993
Journal: Mathematical Programming
Authors:
Keywords: numerical analysis
Abstract:

This paper modifies the convergence conditions of a ‘back-tracking’ global Newton method announced in Goldstein, making them sharper and easier to apply. A new version of the Kantorovich inequalities is presented that is simple to state and prove. An application is made to the centering problem for polytopes. Based on an idea of Ye, an algorithm is given for the feasibility problem of linear inequalities.

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