Differential Properties of the Symmetric Matrix‐Valued Fischer‐Burmeister Function

Differential Properties of the Symmetric Matrix‐Valued Fischer‐Burmeister Function

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Article ID: iaor20123748
Volume: 153
Issue: 2
Start Page Number: 436
End Page Number: 460
Publication Date: May 2012
Journal: Journal of Optimization Theory and Applications
Authors: , ,
Keywords: matrices, heuristics
Abstract:

This paper focuses on the study of differential properties of the symmetric matrix‐valued Fischer–Burmeister (FB) function. As the main results, the formulas for the directional derivative, the B‐subdifferential and the generalized Jacobian of the symmetric matrix‐valued Fischer–Burmeister function are established, which can be utilized in designing implementable Newton‐type algorithms for nonsmooth equations involving the symmetric matrix‐valued FB function.

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