The Broyden–Fletcher–Goldfarb–Shanno method with exact line searches fails for non-convex objective functions

The Broyden–Fletcher–Goldfarb–Shanno method with exact line searches fails for non-convex objective functions

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Article ID: iaor20051139
Country: Germany
Volume: 99
Issue: 1
Start Page Number: 49
End Page Number: 61
Publication Date: Jan 2004
Journal: Mathematical Programming
Authors:
Abstract:

This work shows that the BFGS method and other methods in the Broyden class, with exact line searches, may fail for non-convex objective functions.

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