IDEAS home Printed from https://ideas.repec.org/a/ibn/ijefaa/v9y2017i10p107-127.html
   My bibliography  Save this article

Applicability of Fuzzy TOPSIS Method in Optimal Portfolio Selection and an Application in BIST

Author

Listed:
  • Oguzhan Ece
  • Ahmet Serhat Uludag

Abstract

General structure of saving-investment cycle and the effectiveness of this structure are included in the most significant issues of the financial system. One of the points of intervention in providing an effective saving-investment cycle is possible through channeling the savings toward optimal investment fields. This study aims at detecting the existence of alternative methods in determining optimal selection combination in the risk and revenue perspective of individual and corporate investors who would like to evaluate their savings in capital markets. For this purpose, the applicability of Fuzzy TOPSIS method, one of the multi-criteria decision making techniques in optimal portfolio selection was researched. The applicability of the stock investment alternatives ranked according to Fuzzy TOPSIS method was examined by comparing them to the optimal selection results determined according to Markowitz, one of the modern portfolio management techniques. In the study where performance indexes were used as assessment criteria the results of both methods were discussed in terms of risk at a certain revenue level and revenue at a certain risk level through Johnson and Sharp Indexes. The results obtained determined that the Fuzzy TOPSIS portfolio alternatives created using Fuzzy TOPSIS method revealed quite positive results in terms of performance, revenue and risk and pointed at applicability of Fuzzy TOPSIS method in optimal portfolio selection as well.

Suggested Citation

  • Oguzhan Ece & Ahmet Serhat Uludag, 2017. "Applicability of Fuzzy TOPSIS Method in Optimal Portfolio Selection and an Application in BIST," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(10), pages 107-127, October.
  • Handle: RePEc:ibn:ijefaa:v:9:y:2017:i:10:p:107-127
    as

    Download full text from publisher

    File URL: http://ccsenet.org/journal/index.php/ijef/article/view/69836/38429
    Download Restriction: no

    File URL: http://ccsenet.org/journal/index.php/ijef/article/view/69836
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Huang, Jen-Hung & Peng, Kua-Hsin, 2012. "Fuzzy Rasch model in TOPSIS: A new approach for generating fuzzy numbers to assess the competitiveness of the tourism industries in Asian countries," Tourism Management, Elsevier, vol. 33(2), pages 456-465.
    2. Maghsoud Solimanpur & Gholamreza Mansourfar & Farzad Ghayour, 2015. "Optimum portfolio selection using a hybrid genetic algorithm and analytic hierarchy process," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 32(3), pages 379-394, August.
    3. Sekhar, Late R.C. & Rajagopalan, A.V., 2012. "Management Accounting," OUP Catalogue, Oxford University Press, number 9780195683608.
    4. N. Lesca & M.-L. Caron-Fasan & S. Falcy, 2012. "How Managers Interpret Scanning Information," Post-Print halshs-00783659, HAL.
    5. ., 2012. "Innovation through transaction management," Chapters, in: Managing Transaction Costs in the Era of Globalization, chapter 8, pages 176-195, Edward Elgar Publishing.
    6. S. Mostafa Mokhtari & Hamid Alinejad-Rokny & Hossein Jalalifar, 2014. "Selection of the best well control system by using fuzzy multiple-attribute decision-making methods," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(5), pages 1105-1121, May.
    7. Singh Chauhan, Bhagirath, 2012. "Weed Management in direct-seeded rice systems," IRRI Books, International Rice Research Institute (IRRI), number 164496.
    8. Fatih Ecer, 2007. "A New Approach Towards Evaulation And Select‹On Of Salesperson Candidates: Fuzzytopsis," Anadolu University Journal of Social Sciences, Anadolu University, vol. 7(2), pages 187-204, December.
    9. A.K.M. Abdus Sabur, 2012. "Disaster Management System in Bangladesh," India Quarterly: A Journal of International Affairs, , vol. 68(1), pages 29-47, March.
    10. Kemp, M. H. D. & Patel, C. C., 2012. "Entity-wide risk management for pension funds," British Actuarial Journal, Cambridge University Press, vol. 17(2), pages 331-394, July.
    11. Derya Gul & Ahmet Serhat Uludag, 2016. "Determination of the Most Charismatic Leader Using Analytic Hierarchy Process and Fuzzy TOPSIS: An Application in Turkey," International Business Research, Canadian Center of Science and Education, vol. 9(7), pages 80-97, July.
    12. Li-Chang Hsu & Shang-Ling Ou & Yih-Chang Ou, 2015. "A Comprehensive performance evaluation and ranking methodology under a sustainable development perspective," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(1), pages 74-92, February.
    13. Baskaya, Zehra & Ozturk, Burcu, 2011. "Evaluation of Salesperson Candidate’s with Fuzzy TOPSIS," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 2(2), pages 1-72, April.
    14. Kamen Kamenov, 2012. "Behavioural Uncertainty and Managerial Insight," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 1, pages 49-66,67-82.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Masoud Rahiminezhad Galankashi & Farimah Mokhatab Rafiei & Maryam Ghezelbash, 2020. "Portfolio selection: a fuzzy-ANP approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-34, December.
    2. Pośpiech Ewa, 2019. "Effective Portfolios – An Application of Multi-Criteria and Fuzzy Approach," Folia Oeconomica Stetinensia, Sciendo, vol. 19(1), pages 126-139, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zuzana Kreckova, 2016. "Shared Value Projects Attractiveness for Corporations in Industrial Comparison," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 3, pages 331-340, September.
    2. Donate, Mario J. & Sánchez de Pablo, Jesús D., 2015. "The role of knowledge-oriented leadership in knowledge management practices and innovation," Journal of Business Research, Elsevier, vol. 68(2), pages 360-370.
    3. Huang, Song & Guan, Xu & Xiao, Binqing, 2018. "Incentive provision for demand information acquisition in a dual-channel supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 116(C), pages 42-58.
    4. Hackl, Roman & Harvey, Simon, 2013. "Framework methodology for increased energy efficiency and renewable feedstock integration in industrial clusters," Applied Energy, Elsevier, vol. 112(C), pages 1500-1509.
    5. Cleary, Brendan & Duffy, Aidan & Bach, Bjarne & Vitina, Aisma & O’Connor, Alan & Conlon, Michael, 2016. "Estimating the electricity prices, generation costs and CO2 emissions of large scale wind energy exports from Ireland to Great Britain," Energy Policy, Elsevier, vol. 91(C), pages 38-48.
    6. Lili RONG & Peide LIU & Yanchang CHU, 2016. "Multiple Attribute Group Decision Making Methods Based on Intuitionistic Fuzzy Generalized Hamacher Aggregation Operator," ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, Faculty of Economic Cybernetics, Statistics and Informatics, vol. 50(2), pages 211-230.
    7. Victoria Pagan & Kathryn Haynes & Stefanie Reissner, 2023. "Accountable Selves and Responsibility Within a Global Forum," Journal of Business Ethics, Springer, vol. 187(2), pages 255-270, October.
    8. Abdullah Yıldızbaşı & Cihat Öztürk & Deniz Efendioğlu & Serol Bulkan, 2021. "Assessing the social sustainable supply chain indicators using an integrated fuzzy multi-criteria decision-making methods: a case study of Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 4285-4320, March.
    9. Pierpaolo D’Urso & Marta Disegna & Riccardo Massari, 2020. "Satisfaction and Tourism Expenditure Behaviour," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 1081-1106, June.
    10. Eric Tremolada Álvarez (editor), 2013. "Repensando la integración y las integraciones," Books, Universidad Externado de Colombia, Facultad de Finanzas, Gobierno y Relaciones Internacionales, edition 1, volume 1, number 85, August.
    11. Juan Carlos Martin, 2017. "Regional Spanish Tourism Competitiveness. A DEA-MONITUR approach," REGION, European Regional Science Association, vol. 4, pages 153-173.
    12. Braun, Karen W., 2013. "Custom fabric ventures: An instructional resource in job costing for the introductory managerial accounting course," Journal of Accounting Education, Elsevier, vol. 31(4), pages 400-429.
    13. Wieczorek, Anna J. & Negro, Simona O. & Harmsen, Robert & Heimeriks, Gaston J. & Luo, Lin & Hekkert, Marko P., 2013. "A review of the European offshore wind innovation system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 294-306.
    14. Xiaoning Zhu & Jiaqin Yang & Mike Whitfield, 2012. "E-government application in promoting local tourism in China: an empirical study," International Journal of Electronic Finance, Inderscience Enterprises Ltd, vol. 6(1), pages 13-34.
    15. Boris Prevolšek & Aleksandar Maksimović & Adis Puška & Karmen Pažek & Maja Žibert & Črtomir Rozman, 2020. "Sustainable Development of Ethno-Villages in Bosnia and Herzegovina—A Multi Criteria Assessment," Sustainability, MDPI, vol. 12(4), pages 1-18, February.
    16. Persaud, Nadini, 2021. "Expanding the repertoire of evaluation tools so that evaluation recommendations can assist nonprofits to enhance strategic planning and design of program operations," Evaluation and Program Planning, Elsevier, vol. 89(C).
    17. Huang, Chun-Che & Liang, Wen-Yau & Tseng, Tzu-Liang (Bill) & Wong, Ruo-Yin, 2015. "A rough set-based corporate memory for the case of ecotourism," Tourism Management, Elsevier, vol. 47(C), pages 22-33.
    18. Ouenniche, Jamal & Pérez-Gladish, Blanca & Bouslah, Kais, 2018. "An out-of-sample framework for TOPSIS-based classifiers with application in bankruptcy prediction," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 111-116.
    19. Tonghui Lian & Caihua Yu & Zhongqun Wang & Zhiping Hou, 2017. "The evaluation study on tourism websites: from the perspective of triangular intuitionistic fuzzy multiple attribute group decision making," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(16), pages 2877-2889, December.
    20. Stacchini, Annalisa & Guizzardi, Andrea & Mariotti, Alessia, 2022. "Smoothing down arbitrariness in planning: From SWOT to participatory decision making," Land Use Policy, Elsevier, vol. 119(C).

    More about this item

    Keywords

    optimal portfolio selection; fuzzy TOPSIS; markowitz portfolio optimization method;
    All these keywords.

    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ibn:ijefaa:v:9:y:2017:i:10:p:107-127. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Canadian Center of Science and Education (email available below). General contact details of provider: https://edirc.repec.org/data/cepflch.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.