4.5 Article

A Polynomial Arc-Search Interior-Point Algorithm for Linear Programming

Journal

JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
Volume 158, Issue 3, Pages 859-873

Publisher

SPRINGER/PLENUM PUBLISHERS
DOI: 10.1007/s10957-013-0281-0

Keywords

Arc-search; Interior-point method; Polynomial algorithm; Linear programming

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In this paper, ellipsoidal estimations are used to track the central path of linear programming. A higher-order interior-point algorithm is devised to search the optimizers along the ellipse. The algorithm is proved to be polynomial with the best complexity bound for all polynomial algorithms and better than the best known bound for higher-order algorithms.

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