Credibilistic portfolio optimization with higher-order moments using coherent triangular fuzzy numbers

PK Mandal, M Thakur, G Mittal - Applied Soft Computing, 2024 - Elsevier
Financial portfolio formation is usually a multi-objective decision-making problem
concerning return and risk on the investment. In this study, we make use of an extension of …

Multi-period portfolio optimization using coherent fuzzy numbers in a credibilistic environment

P Gupta, MK Mehlawat, AZ Khan - Expert systems with applications, 2021 - Elsevier
In this paper, we use an extension of fuzzy numbers, called coherent fuzzy numbers, to
model asset returns and an investor's perception of the stock market (pessimistic, optimistic …

Multiobjective portfolio optimization using coherent fuzzy numbers in a credibilistic environment

MK Mehlawat, P Gupta, AZ Khan - International Journal of …, 2021 - Wiley Online Library
In this paper, we propose a new credibility function for a fuzzy variable that can
accommodate the attitude of the investor (pessimistic, optimistic, or neutral) along with …

Portfolio optimization using a credibility mean-absolute semi-deviation model

E Vercher, JD Bermúdez - Expert Systems with Applications, 2015 - Elsevier
We introduce a cardinality constrained multi-objective optimization problem for generating
efficient portfolios within a fuzzy mean-absolute deviation framework. We assume that the …

A credibilistic decision support system for portfolio optimization

H Jalota, M Thakur, G Mittal - Applied Soft Computing, 2017 - Elsevier
In this paper, a Decision Support System (DSS) for generating a suitable portfolio for an
investor in an uncertain multi-criteria framework is proposed. We model uncertain …

Comparing entropies in portfolio diversification with fuzzy value at risk and higher-order moment

M Pourrafiee, AH Nafei… - Fuzzy information and …, 2020 - ieeexplore.ieee.org
Credibility fuzzy value at risk in portfolio models is a reasonable solution when investors
may face ambiguity, lack of historical data, and when avoiding normally or symmetrically …

Portfolio selection under higher moments using fuzzy multi-objective linear programming

TT Nguyen - Journal of Intelligent & Fuzzy Systems, 2016 - content.iospress.com
Since asset returns have been recognized as not normally distributed, the avenue of
research regarding portfolio higher moments soon emerged. To account for uncertainty and …

Possibilistic moment models for multi-period portfolio selection with fuzzy returns

YJ Liu, WG Zhang - Computational economics, 2019 - Springer
The aim of this paper is to investigate the effects of higher moments on multi-period portfolio
selection with fuzzy returns. This paper gives the definitions of possibilistic mean and …

Multiobjective approach to portfolio optimization in the light of the credibility theory

F García García, J González-Bueno… - … of Economy (Online), 2020 - riunet.upv.es
[EN] The present research proposes a novel methodology to solve the problems faced by
investors who take into consideration different investment criteria in a fuzzy context. The …

A novel approach to incorporate investor's preference in fuzzy multi-objective portfolio selection problem using credibility measure

H Jalota, PK Mandal, M Thakur, G Mittal - Expert Systems with Applications, 2023 - Elsevier
Investment decision making is usually a multi-objective optimization problem in an uncertain
environment. In a real-life scenario, an investor aims to choose a portfolio based on his/her …