A new parameterized logarithmic kernel function for linear optimization with a double barrier term yielding the best known iteration bound

In this paper, we propose a large-update primal-dual interior point algorithm for linear optimization. The method is based on a new class of kernel functions which differs from the existing kernel functions in which it has a double barrier term. The investigation according to it yields the best know...

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Bibliographic Details
Main Authors: Ayache Benhadid, Khaled Saoudi
Format: Article
Language:English
Published: Sciendo 2020-06-01
Series:Communications in Mathematics
Subjects:
Online Access:https://doi.org/10.2478/cm-2020-0003