New Constraint Qualifications for Mathematical Programs with Second-Order Cone Complementarity Constraints

In this paper, we propose several new constraint qualifications for mathematical programs with second-order cone complementarity constraints (SOCMPCC), named SOCMPCC-K-, strongly (S-), and Mordukhovich (M-) relaxed constant positive linear dependence condition (K-/S-/M-RCPLD). We show that K-/S-/M-R...

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Published in:Journal of optimization theory and applications Vol. 199; no. 3; pp. 1249 - 1280
Main Authors: Liang, Yan-Chao, Liu, Yue-Wen, Lin, Gui-Hua, Zhu, Xide
Format: Journal Article
Language:English
Published: New York Springer US 01.12.2023
Springer Nature B.V
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ISSN:0022-3239, 1573-2878
Online Access:Get full text
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Summary:In this paper, we propose several new constraint qualifications for mathematical programs with second-order cone complementarity constraints (SOCMPCC), named SOCMPCC-K-, strongly (S-), and Mordukhovich (M-) relaxed constant positive linear dependence condition (K-/S-/M-RCPLD). We show that K-/S-/M-RCPLD can ensure that a local minimizer of SOCMPCC is a K-/S-/M-stationary point, respectively. We further give some other constant rank-type constraint qualifications for SOCMPCC. These new constraint qualifications are strictly weaker than SOCMPCC linear independent constraint qualification and nondegenerate condition. Finally, we demonstrate the relationships among the existing SOCMPCC constraint qualifications.
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ISSN:0022-3239
1573-2878
DOI:10.1007/s10957-023-02299-w