Modifying the Broyden–Fletcher–Goldfarb–Shanno (BFGS) method

Modifying the Broyden–Fletcher–Goldfarb–Shanno (BFGS) method

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Article ID: iaor19982992
Country: Netherlands
Volume: 20
Issue: 4
Start Page Number: 171
End Page Number: 177
Publication Date: May 1997
Journal: Operations Research Letters
Authors:
Keywords: programming: nonlinear
Abstract:

We propose a modified BFGS method and study the global and superlinear convergence properties of this method. We show that under certain circumstances this modified BFGS method has a better mechanism of correcting the eigenvalues. This modified method can also be regarded as an implementation technique of the standard BFGS method.

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