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

Cilt: 7 Sayı: 3 15 Mayıs 2024
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A Game-Theoretical Integrated Approach for Sustainable Portfolio Selection: An Application on BIST Participation Sustainability Index Stocks

Öz

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.

Anahtar Kelimeler

Kaynakça

  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.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Nicel Karar Yöntemleri, Çok Ölçütlü Karar Verme

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

15 Mayıs 2024

Gönderilme Tarihi

12 Aralık 2023

Kabul Tarihi

7 Nisan 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 7 Sayı: 3

Kaynak Göster

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 (01 Mayıs 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., c. 7, sy 3, ss. 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 (01 Mayıs 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, c. 7, sy 3, Mayıs 2024, ss. 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. 01 Mayıs 2024;7(3):457-64. doi:10.34248/bsengineering.1403554

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