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Journal of Global Optimization
Article . 2022 . Peer-reviewed
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Article . 2020
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KKT-based primal-dual exactness conditions for the Shor relaxation

Authors: Marco Locatelli 0001;

KKT-based primal-dual exactness conditions for the Shor relaxation

Abstract

In this work we present some exactness conditions for the Shor relaxation of diagonal QCQPs, which extend the conditions introduced in different recent papers about the same topic. It is shown that the Shor relaxation is equivalent to two convex quadratic relaxations. Then, sufficient conditions for the exactness of the relaxations are derived from their KKT systems. It will be shown that, in some cases, by this derivation previous conditions in the literature, which can be viewed as dual conditions, since they only involve the Lagrange multipliers appearing in the KKT systems, can be extended to primal-dual conditions, which also involve the primal variables appearing in the KKT systems.

Country
Italy
Related Organizations
Keywords

Convex relaxation, quadratically constrained quadratic programming, 330, 000, exactness conditions, Quadratic programming, Quadratically Constrained Quadratic Programming, Optimization and Control (math.OC), Shor relaxation, FOS: Mathematics, convex relaxations, Mathematics - Optimization and Control, Exactness conditions

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green