On solvability and regularity of a parametrized version of optimality conditions

On solvability and regularity of a parametrized version of optimality conditions

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Article ID: iaor19961816
Country: Germany
Volume: 41
Issue: 2
Start Page Number: 215
End Page Number: 230
Publication Date: Mar 1995
Journal: Mathematical Methods of Operations Research (Heidelberg)
Authors:
Abstract:

The paper investigates a linear homotopy F(ë,t) connecting an appropriate smooth equation G=0 with Kojima’s (nonsmooth) system K=0 describing critical points (primal-dual) of a nonlinear optimization problem (NLP) in finite dimension. For t=0, the present system may be seen e.g. as a starting system for an embedding procedure to determine a critical point to NLP. For t≅1, it may be regarded as a regularization of K. Conditions for regularity (necessary and sufficient) and solvability (sufficient) are studied. Though, formally, they can be given in a unified way, the paper shows that their meaning differs for t<1 and t=1. Particularily, no MFCQ-like condition must be imposed in order to ensure regularity for t<1.

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