Research Article

A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks

Volume: 7 Number: 3 May 15, 2024
EN TR

A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks

Abstract

Sustainable investment is a hot topic of portfolio selection. This study aims to examine sustainable portfolio selection for conservative investors using the ESG criteria. Thus, we propose a two-stage integrated approach based on two-player zero-sum games. In the first stage, we use a fuzzy multi-criteria decision making (MCDM) approach to calculate the sustainability scores of the stocks based on expert knowledge. In the second stage, we form and solve a linear optimization problem by only adding a sustainability constraint to Young’s minimax portfolio selection model. We illustrate the integrated approach using the weekly simple returns of eight stocks. We also compare our results with the results of Young’s minimax portfolio selection model. We find that sustainable investment does not necessarily lead to performance loss. Furthermore, it may increase performance in some cases. To the best of our knowledge, this is the first paper on sustainable portfolio selection that depends only on two-player zero-sum games, including the stage of finding sustainability scores.

Keywords

References

  1. Ballestero E, Bravo M, Pérez-Gladish B, Arenas-Parra M, Pla-Santamaria D. 2012. Socially responsible investment: A multicriteria approach to portfolio selection combining ethical and financial objectives. Eur J Oper Res, 216(2): 487-494.
  2. Bilbao-Terol A, Arenas-Parra M, Cañal-Fernández V, Obam-Eyang PN. 2018. Multi-criteria analysis of the GRI sustainability reports: an application to socially responsible investment. J Oper Res Soc, 69(10): 1576-1598.
  3. Calvo C, Ivorra C, Liern V. 2016. Fuzzy portfolio selection with non-financial goals: exploring the efficient frontier. Annals Operat Res, 245(1-2): 31-46.
  4. Carlsson C, Fullér R, Majlender P. 2002. A possibilistic approach to selecting portfolios with highest utility score. Fuzzy Sets Syst, 131(1): 13-21.
  5. Chen YW, Larbani M. 2006. Two-person zero-sum game approach for fuzzy multiple attribute decision making problems. Fuzzy Sets Syst, 157(1): 34-51.
  6. Chu TC, Lin Y. 2009. An extension to fuzzy MCDM. Comput Math with Appl, 57(3): 445-454.
  7. Ding Y. 2006. Portfolio selection under maximum minimum criterion. Qual Quant, 40(3): 457-468.
  8. Garlappi L, Uppal R, Wang T. 2006. Portfolio selection with parameter and model uncertainty: A multi-prior approach. Rev Financ Stud, 20(1): 41-81.

Details

Primary Language

English

Subjects

Quantitative Decision Methods , Multiple Criteria Decision Making

Journal Section

Research Article

Publication Date

May 15, 2024

Submission Date

December 12, 2023

Acceptance Date

April 7, 2024

Published in Issue

Year 2024 Volume: 7 Number: 3

APA
Göktaş, F. (2024). A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks. Black Sea Journal of Engineering and Science, 7(3), 457-464. https://doi.org/10.34248/bsengineering.1403554
AMA
1.Göktaş F. A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks. BSJ Eng. Sci. 2024;7(3):457-464. doi:10.34248/bsengineering.1403554
Chicago
Göktaş, Furkan. 2024. “A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks”. Black Sea Journal of Engineering and Science 7 (3): 457-64. https://doi.org/10.34248/bsengineering.1403554.
EndNote
Göktaş F (May 1, 2024) A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks. Black Sea Journal of Engineering and Science 7 3 457–464.
IEEE
[1]F. Göktaş, “A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks”, BSJ Eng. Sci., vol. 7, no. 3, pp. 457–464, May 2024, doi: 10.34248/bsengineering.1403554.
ISNAD
Göktaş, Furkan. “A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks”. Black Sea Journal of Engineering and Science 7/3 (May 1, 2024): 457-464. https://doi.org/10.34248/bsengineering.1403554.
JAMA
1.Göktaş F. A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks. BSJ Eng. Sci. 2024;7:457–464.
MLA
Göktaş, Furkan. “A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks”. Black Sea Journal of Engineering and Science, vol. 7, no. 3, May 2024, pp. 457-64, doi:10.34248/bsengineering.1403554.
Vancouver
1.Furkan Göktaş. A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks. BSJ Eng. Sci. 2024 May 1;7(3):457-64. doi:10.34248/bsengineering.1403554

Cited By

                            24890