A generalized projection quasi-Newton method for nonlinear optimization problems

A generalized projection quasi-Newton method for nonlinear optimization problems

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Article ID: iaor2000511
Country: Netherlands
Volume: 87
Issue: 1
Start Page Number: 353
End Page Number: 362
Publication Date: Apr 1999
Journal: Annals of Operations Research
Authors: , ,
Abstract:

In this paper, a generalized projection quasi-Newton method with inexact line search is proposed for the nonlinear optimization problem with linear constraints. The projection and quasi-Newton technique are used to determine the search direction at each iteration. It is proved that the method has properties of global convergence and superlinear convergence rate under some suitable assumptions.

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