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Mathematical Programming
Article . 2004 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Geometry of homogeneous convex cones, duality mapping, and optimal self-concordant barriers

Authors: Van Anh Truong; Tunçel, Levent;

Geometry of homogeneous convex cones, duality mapping, and optimal self-concordant barriers

Abstract

The authors present the geometry of convex cones which are interesting for their potential in interior-point method theories and duality results for convex optimization problems. They characterize the extreme rays of homogeneous convex cones in primal and dual form and consequently it is shown that such a cone is facially exposed thereby generalizing some well-known results. The authors also study self-concordant barriers for homogeneous convex cones and it is proved that for self-dual cones that are not homogeneous, the duality mapping is not necessarily an involution. They point out that any conic optimization problem with a homogeneous cone as the cone constraint can be expressed as a semi-definite programming problem in principle.

Related Organizations
Keywords

Convex programming, Numerical mathematical programming methods, Convex functions and convex programs in convex geometry, Numerical methods based on nonlinear programming, Linear programming, homogeneous convex cones, Interior-point methods, self-concordant barriers, duality mapping

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    influence
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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!
23
Top 10%
Top 10%
Average
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