Long-Step Path-Following Algorithm for Quantum Information Theory: Some Numerical Aspects and Applications

Fuente: arXiv
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Main Authors: Faybusovich, Leonid, Zhou, Cunlu
Format: Preprint
Published: 2019
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author Faybusovich, Leonid
Zhou, Cunlu
author_facet Faybusovich, Leonid
Zhou, Cunlu
contents We consider some important computational aspects of the long-step path-following algorithm developed in our previous work and show that a broad class of complicated optimization problems arising in quantum information theory can be solved using this approach. In particular, we consider one difficult and important optimization problem in quantum key distribution and show that our method can solve problems of this type much faster in comparison with (very few) available options.
format Preprint
id arxiv_https___arxiv_org_abs_1906_00037
institution arXiv
publishDate 2019
record_format arxiv
spellingShingle Long-Step Path-Following Algorithm for Quantum Information Theory: Some Numerical Aspects and Applications
Faybusovich, Leonid
Zhou, Cunlu
Optimization and Control
90C22, 90C25, 90C30, 90C51, 90C90, 81-08
We consider some important computational aspects of the long-step path-following algorithm developed in our previous work and show that a broad class of complicated optimization problems arising in quantum information theory can be solved using this approach. In particular, we consider one difficult and important optimization problem in quantum key distribution and show that our method can solve problems of this type much faster in comparison with (very few) available options.
title Long-Step Path-Following Algorithm for Quantum Information Theory: Some Numerical Aspects and Applications
topic Optimization and Control
90C22, 90C25, 90C30, 90C51, 90C90, 81-08
url https://arxiv.org/abs/1906.00037