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Article
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SIAM Journal on Optimization
Article . 1991 . Peer-reviewed
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Article . 2020
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A Logarithmic Barrier Function Algorithm for Quadratically Constrained Convex Quadratic Programming

A logarithmic barrier function algorithm for quadratically constrained convex quadratic programming
Authors: Donald Goldfarb; Shucheng Liu; Siyun Wang;

A Logarithmic Barrier Function Algorithm for Quadratically Constrained Convex Quadratic Programming

Abstract

Summary: An interior point method for quadratically constrained convex quadratic programming is presented that is based on a logarithmic barrier function approach and terminates at a required accuracy of an approximate solution in polynomial time. This approach generates a sequence of unconstrained optimization problems, each of which is approximately solved by taking a single step in a Newton direction.

Keywords

Convex programming, Newton's method, quadratically constrained convex quadratic programming, polynomial time, Nonlinear programming, Computational methods for problems pertaining to operations research and mathematical programming, interior point method, Quadratic programming, logarithmic barrier function, approximate solution

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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!
13
Top 10%
Top 10%
Average
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