Efficient numerical algorithms for regularized regression problem with applications to traffic matrix estimations

In this work we collect and compare to each other many different numerical methods for regularized regression problem and for the problem of projection on a hyperplane. Such problems arise, for example, as a subproblem of demand matrix estimation in IP- networks. In this special case matrix of affin...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2016-04
Hauptverfasser:	Anikin, Anton, Dvurechensky, Pavel, Gasnikov, Alexander, Golov, Andrey, Gornov, Alexander, Maximov, Yury, Mendel, Mikhail, Spokoiny, Vladimir
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Computational geometry Convexity Hyperplanes IP (Internet Protocol) Numerical methods Optimization
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!