International Journal of Econometrics and Financial Management
ISSN (Print): 2374-2011 ISSN (Online): 2374-2038 Website: https://www.sciepub.com/journal/ijefm Editor-in-chief: Tarek Sadraoui
Open Access
Journal Browser
Go
International Journal of Econometrics and Financial Management. 2020, 8(1), 7-12
DOI: 10.12691/ijefm-8-1-2
Open AccessArticle

A Behavioral Portfolio Decision Model with Triangular Fuzzy Number Return and Investor’s Sentiment

Qiansheng Zhang1,

1School of Mathematics and Statistics, Guangdong University of Foreign Studies, Guangzhou 510006, China

Pub. Date: January 03, 2020

Cite this paper:
Qiansheng Zhang. A Behavioral Portfolio Decision Model with Triangular Fuzzy Number Return and Investor’s Sentiment. International Journal of Econometrics and Financial Management. 2020; 8(1):7-12. doi: 10.12691/ijefm-8-1-2

Abstract

This paper deals with a behavioral portfolio decision problem with triangular fuzzy number return. A fuzzy sentimental mean model for behavioral portfolio decision is proposed by taking into account investor’s sentiment and multiple mental accounts. The presented behavioral portfolio decision model maximizes the fuzzy sentimental mean value of portfolio return and ensures the portfolio return of each mental account exceeding the given minimum triangular fuzzy number level with a given possibility degree. Then, multiple programming models are designed to solve the optimal behavioral portfolio strategy. Finally, a numerical example is given to illustrate the validity of the proposed approach.

Keywords:
behavioral portfolio model fuzzy number investor’s sentiment possibility degree mental account

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

References:

[1]  Markowitz H., Portfolio selection, Journal of Finance, 1952, 7, 71-93.
 
[2]  Shefrin Hersh, Meir Statman, Behavioral portfolio theory, Journal of Financial and Quantitative Analysis, 2000, 35(2), 127-151.
 
[3]  Thaler R., Mental accounting and consumer choice, Marketing Sciences, 1985, 4(3), 199-214.
 
[4]  Ma Y.K., Tang X.W., Decision making method for behavioral portfolio choice, Journal of Systems Engineering, 2003, 18(1), 71-76.
 
[5]  Yaz Gulnur Muradoglu, Aslihan Altay-Salih, Muhammet Mercan, A behavioral approach to efficient portfolio formation, The Journal of Behavioral Finance, 2010, 6(4), 202-212.
 
[6]  Mukesh Kumar Mehlawat, Behavioral optimization models for multicriteria portfolio selection, Yugoslav Journal on Operations Research, 2013, 23 (2), 279-297.
 
[7]  Amelia Bilbao Terol, Mar Arenas-Parra, Veronica Canal Fernandez, Celia Bilbao Terol, Multi-criteria decision making for choosing socially responsible investment within a behavioral portfolio theory framework: a new way of investing into a crisis environment, Ann. Oper. Res., 2016, 247, 549-580.
 
[8]  Jin X., Chen N., Yuan Y., Multi-period and tri-objective uncertain portfolio selection model: A behavioral approach, North American Journal of Economics and Finance, 2019, 47, 492-504.
 
[9]  Xie J., Yang C.P., Lack of diversification and investor sentiment-The behavioral assets portfolio based on sentiment recognition, Soft Sciences, 2012, 26(8), 131-135.
 
[10]  Wang S.Y., Zhu S. S., On fuzzy portfolio selection problems, Fuzzy Optimization and Decision Making, 2002, 1, 361-377.
 
[11]  Fang Y., Lai K. K., Wang S.Y., Portfolio rebalancing model with transaction costs based on fuzzy decision theory, European Journal of Operational Research, 2006, 175, 879-893.
 
[12]  Bilbao-Terol A., Pérez Gladish B., Arenas-Parra M., Rodrıguez Urıa M.V., Fuzzy compromise programming for portfolio selection, Applied Mathematics and Computation, 2006 17, 251-264.
 
[13]  Gupta P., Mehlawat M. K., Saxena A., Asset portfolio optimization using fuzzy mathematical programming, Information Sciences, 2008,178, 1734-1755.
 
[14]  Tsaur R.C., Fuzzy portfolio model with different investor risk attitudes, European Journal of Operational Research, 2013, 227,2, 385-390.
 
[15]  Zhou X.Y., Wang J., Yang X.P., Lev B.J., Tu Y., Wang S.Y., Portfolio selection under different attitudes in fuzzy environment, Information Sciences, 2018, 462, 278-289.
 
[16]  Zhang W.G., Zhang X. L., Xiao W. L., Portfolio selection under possibistic mean-variance utility and SMO algorithm, European Journal of Operational Research, 2009, 197, 693-700.
 
[17]  Zhang W.G., Xiao W. L., Xu W. J., A possibilistic portfolio adjusting model with new added assets, Economic Modelling, 2010, 27, 208-213.
 
[18]  Rupak Bhattacharyya, Sheikh Ahmed Hossain, Samarjit Kar, Fuzzy cross-entropy, mean, variance, skewness models for portfolio, Journal of King Saud University - Computer and Information Sciences, 2014, 26(1), 79-87.
 
[19]  Mukesh Kumar Mehlawat, Arun Kumar, Sanjay Yadav, Wei Chen, Data envelopment analysis based fuzzy multi-objective portfolio selection model involving higher moments, Information Sciences, 2018, 460-461, 128-150.
 
[20]  Yue W., WangY.P., A new fuzzy multi-objective higher order moment portfolio selection model for diversified portfolios, Physica A: Statistical Mechanics and its Applications, 2017, 465(1), 124-140.
 
[21]  Zhang W.G., Zhang X. L. , Xu W. J., A risk tolerance model for portfolio adjusting problem with transaction costs based on possibilistic moments, Insurance: Mathematics and Economics, 2010, 46(3), 493-499.
 
[22]  Liagkouras K. , Metaxiotis K. , Multi-period mean-variance fuzzy portfolio optimization model with transaction costs, Engineering Applications of Artificial Intelligence, 2018, 67, 260-269.
 
[23]  Liu Y.J., Zhang W.G., A multi-period fuzzy portfolio optimization model with minimum transaction lots, European Journal of Operational Research, 2015, 242(3), 933-941.
 
[24]  Liu Y. J., Zhang W.G., Xu W. J., Fuzzy multi-period portfolio selection optimization models using multiple criteria, Automatica, 2012, 48(12), 3042-3053.
 
[25]  Mukesh Kumar Mehlawat, Credibilistic mean-entropy models for multi-period portfolio selection with multi-choice aspiration levels, Information Sciences, 2016, 345, 9-26.
 
[26]  Zhang W.G., Liu Y.J., Xu W.J., A possibilistic mean-semivariance-entropy model for multi-period portfolio selection with transaction costs, European Journal of Operational Research, 2012, 222, 341-349.
 
[27]  Carlsson C., Fullér R., On possibilistic mean value and variance of fuzzy numbers, Fuzzy Sets and Systems, 2001, 122, 315-326.
 
[28]  Zhang W.G., Wang Y.L., Notes on possibilistic variances of fuzzy numbers, Applied Mathematics Letters, 2007, 11, 1167-1173.
 
[29]  He Y.Y., Zhou D.Q., Wang Q., Study on priority method for triangular fuzzy number complementary judgement matrix based on possibility degree, Operations research and Management Science, 2009, 18(1), 65-68.