Mean-risk model for uncertain portfolio selection with background risk and realistic constraints

نویسندگان

چکیده

This paper studies a portfolio selection problem in such situation where the future asset return rates cannot be well obtained by historical data but have to given experts' evaluations. In order reflect impact of realistic conditions on investment decisions, background risk and some constraints are also considered. First, nonlinear uncertain mean-risk model for is proposed. For further discussion, crisp equivalent forms presented. Then, an effective solution method solving obtained. Furthermore, influence strategies discussed comparing optimal expected with that without risk. Finally, numerical examples provided illustrate performance applications model.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Mean-risk model for uncertain portfolio selection

This paper discusses the uncertain portfolio selection problem when security returns cannot be well reflected by historical data. It is proposed that uncertain variable should be used to reflect the experts’ subjective estimation of security returns. Regarding the security returns as uncertain variables, the paper introduces a risk curve and develops a mean-risk model. In addition, the crisp fo...

متن کامل

Mean-TVaR Model for Portfolio Selection with Uncertain Returns

The mean-variance model proposed by Markowitz has received greatly acceptance as a practical methodology to manage portfolio selection, and has been widely extended in a variety of literatures. The aim of this paper is to extend the mean-variance model in uncertain decision systems. We present a new mean-TVaR model for portfolio selection when the returns of securities are described as uncertai...

متن کامل

A novel risk definition for portfolio selection with uncertain returns

Portfolio selection is concerned with optimization of capital allocation to a large number of securities. In portfolio selection, risk analysis is one of the most important topics and research on quantitative definition of risk remains core of the topic. This paper proposes a novel risk definition for portfolio selection with uncertain returns. A risk curve is introduced and a new safe criterio...

متن کامل

MEAN-ABSOLUTE DEVIATION PORTFOLIO SELECTION MODEL WITH FUZZY RETURNS

In this paper, we consider portfolio selection problem in which security returns are regarded as fuzzy variables rather than random variables. We first introduce a concept of absolute deviation for fuzzy variables and prove some useful properties, which imply that absolute deviation may be used to measure risk well. Then we propose two mean-absolute deviation models by defining risk as abs...

متن کامل

Mean – variance portfolio selection with ‘ at - risk ’ constraints and discrete distributions q

We examine the impact of adding either a VaR or a CVaR constraint to the mean–variance model when security returns are assumed to have a discrete distribution with finitely many jump points. Three main results are obtained. First, portfolios on the VaR-constrained boundary exhibit (K + 2)-fund separation, where K is the number of states for which the portfolios suffer losses equal to the VaR bo...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Industrial and Management Optimization

سال: 2023

ISSN: ['1547-5816', '1553-166X']

DOI: https://doi.org/10.3934/jimo.2022181