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Perturbation analysis of a class of conic programming problems under Jacobian uniqueness conditions
Author(s) -
Ziran Yin,
Liwei Zhang
Publication year - 2018
Publication title -
journal of industrial and management optimization
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.325
H-Index - 32
eISSN - 1553-166X
pISSN - 1547-5816
DOI - 10.3934/jimo.2018100
Subject(s) - jacobian matrix and determinant , conic section , uniqueness , karush–kuhn–tucker conditions , mathematics , parameterized complexity , class (philosophy) , perturbation (astronomy) , constraint (computer aided design) , mathematical optimization , mathematical analysis , computer science , algorithm , geometry , physics , quantum mechanics , artificial intelligence
We consider the stability of a class of parameterized conic programming problems which are more general than $C^2$-smooth parameterization. We show that when the Karush-Kuhn-Tucker (KKT) condition, the constraint nondegeneracy condition, the strict complementary condition and the second order sufficient condition (named as Jacobian uniqueness conditions here) are satisfied at a feasible point of the original problem, the Jacobian uniqueness conditions of the perturbed problem also hold at some feasible point.

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