Robust portfolio selection under norm uncertainty

Abstract In this paper, we consider the robust portfolio selection problem which has a data uncertainty described by the ( p , w ) $(p,w)$ -norm in the objective function. We show that the robust formulation of this problem is equivalent to a linear optimization problem. Moreover, we present some nu...

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Main Authors: Lei Wang, Xi Cheng
Format: Article
Language:English
Published: SpringerOpen 2016-06-01
Series:Journal of Inequalities and Applications
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13660-016-1102-4
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spelling doaj-2178873b920d479fb5e526e5dd4687c52020-11-25T00:38:34ZengSpringerOpenJournal of Inequalities and Applications1029-242X2016-06-012016111010.1186/s13660-016-1102-4Robust portfolio selection under norm uncertaintyLei Wang0Xi Cheng1Department of Economic Mathematics, Southwestern University of Finance and EconomicsSchool of Geophysics, Chengdu University Of TechnologyAbstract In this paper, we consider the robust portfolio selection problem which has a data uncertainty described by the ( p , w ) $(p,w)$ -norm in the objective function. We show that the robust formulation of this problem is equivalent to a linear optimization problem. Moreover, we present some numerical results concerning our robust portfolio selection problem.http://link.springer.com/article/10.1186/s13660-016-1102-4portfolio selection( p , w ) $(p,w)$ -normuncertainty setlinear optimization problem
collection DOAJ
language English
format Article
sources DOAJ
author Lei Wang
Xi Cheng
spellingShingle Lei Wang
Xi Cheng
Robust portfolio selection under norm uncertainty
Journal of Inequalities and Applications
portfolio selection
( p , w ) $(p,w)$ -norm
uncertainty set
linear optimization problem
author_facet Lei Wang
Xi Cheng
author_sort Lei Wang
title Robust portfolio selection under norm uncertainty
title_short Robust portfolio selection under norm uncertainty
title_full Robust portfolio selection under norm uncertainty
title_fullStr Robust portfolio selection under norm uncertainty
title_full_unstemmed Robust portfolio selection under norm uncertainty
title_sort robust portfolio selection under norm uncertainty
publisher SpringerOpen
series Journal of Inequalities and Applications
issn 1029-242X
publishDate 2016-06-01
description Abstract In this paper, we consider the robust portfolio selection problem which has a data uncertainty described by the ( p , w ) $(p,w)$ -norm in the objective function. We show that the robust formulation of this problem is equivalent to a linear optimization problem. Moreover, we present some numerical results concerning our robust portfolio selection problem.
topic portfolio selection
( p , w ) $(p,w)$ -norm
uncertainty set
linear optimization problem
url http://link.springer.com/article/10.1186/s13660-016-1102-4
work_keys_str_mv AT leiwang robustportfolioselectionundernormuncertainty
AT xicheng robustportfolioselectionundernormuncertainty
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