First and second order analysis of nonlinear semidefinite programs

First and second order analysis of nonlinear semidefinite programs

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Article ID: iaor19981386
Country: Netherlands
Volume: 77
Issue: 2
Start Page Number: 301
End Page Number: 320
Publication Date: May 1997
Journal: Mathematical Programming
Authors:
Keywords: semidefinite programming
Abstract:

In this paper we study nonlinear semidefinite programming problems. Convexity, duality and first-order optimality conditions for such problems are presented. A second-order analysis is also given. Second-order necessary and sufficient optimality conditions are derived. Finally, sensitivity analysis of such programs is discussed.

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