Fuzzy Multi-Objective Portfolio Optimization Considering Investment Return and Investment Risk

被引:0
|
作者
Srizongkhram S. [1 ]
Suthamanondh P. [1 ]
Manitayakul K. [1 ]
Shirahada K. [2 ]
Chiadamrong N. [1 ]
机构
[1] SIIT, Thammasat University
关键词
Fuzzy Goal Programming Model; Fuzzy Linear Programming; Multiple Objectives; Portfolio Investment Optimization; Uncertainty; Weighted Additive Method; Zimmermann's Method;
D O I
10.4018/IJFSA.285552
中图分类号
学科分类号
摘要
Portfolio selection and optimization deal with the selection of the most suitable projects in a portfolio. The expected goals can be achieved while considering the balance among selected projects to ensure that all selected projects consume resources effectively. This study proposes and compares multiobjective portfolio investment optimization algorithms under uncertain conditions. The investment return (in terms of the fuzzy net present value of the portfolio) and investment risk (in terms of the credibilistic risk index) have simultaneously been considered. In addition, fuzzy chance-constrained programming is introduced as an optimization constraint to handle such uncertainty by specifying a desired confidence level of the decision makers. The outcome of this study can then help decision makers to decide what projects and when to invest. Decision makers can deal with a limited budget with logical relationships and within their desired financial and risk requirements. Copyright © 2022, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited.
引用
收藏
相关论文
共 50 条
  • [1] Fuzzy Multi-Objective Chance-Constrained Portfolio Optimization Under Uncertainty Considering Investment Return, Investment Risk, and Sustainability
    Chiadamrong, Navee
    Suthamanondh, Pisacha
    INTERNATIONAL JOURNAL OF KNOWLEDGE AND SYSTEMS SCIENCE, 2022, 13 (01) : 1 - 39
  • [2] A comparative study of fuzzy multi-objective investment project portfolio selection and optimization based on financial return and different risk measurements
    Chiadamrong N.
    Suthamanondh P.
    Journal of Intelligent and Fuzzy Systems, 2024, 46 (04): : 10883 - 10906
  • [3] FUZZY OPTIMIZATION OF INVESTMENT PORTFOLIO
    Tverdokhlib, I. P.
    Vovk, M. I.
    Prykarpatskyi, Y. A.
    ACTUAL PROBLEMS OF ECONOMICS, 2011, (125): : 329 - 337
  • [4] A Multi-objective Model for Optimizing Iranian Bank Portfolio Investment Considering Resistive Economy Criteria
    Golestaneh, Ramin
    Fekri, Roxana
    Amiri, Maghsoud
    Sajjad, Rasoul
    PROCEEDINGS OF 2019 15TH IRAN INTERNATIONAL INDUSTRIAL ENGINEERING CONFERENCE (IIIEC), 2019, : 7 - 13
  • [5] Decision Based on Fuzzy Multi-Objective Programming Method of High-Tech Investment Portfolio
    Wang, Ting
    Li, Lifeng
    ADVANCED MATERIALS AND COMPUTER SCIENCE, PTS 1-3, 2011, 474-476 : 1961 - 1965
  • [6] A Multi-objective, Return on Investment Analysis for Freshwater Conservation Planning
    Kramer, Daniel Boyd
    Zhang, Tao
    Cheruvelil, Kendra Spence
    Ligmann-Zielinska, Arika
    Soranno, Patricia A.
    ECOSYSTEMS, 2013, 16 (05) : 823 - 837
  • [7] A Multi-objective, Return on Investment Analysis for Freshwater Conservation Planning
    Daniel Boyd Kramer
    Tao Zhang
    Kendra Spence Cheruvelil
    Arika Ligmann-Zielinska
    Patricia A. Soranno
    Ecosystems, 2013, 16 : 823 - 837
  • [8] Application of Probability-based Multi-objective Optimization in Portfolio Investment and Engineering Management Problems
    Zheng, Maosheng
    Yu, Jie
    Teng, Haipeng
    Wang, Yi
    TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2024, 18 (01): : 8 - 11
  • [9] A MULTI-OBJECTIVE FUZZY DYNAMIC PROGRAMMING METHOD FOR PROJECT INVESTMENT
    Kang, Haigui
    Liu, Yan
    Zheng, Yuanxun
    Sun, Min
    RECENT DEVELOPMENT OF GEOTECHNICAL AND GEO-ENVIRONMENTAL ENGINEERING IN ASIA, PROCEEDINGS, 2006, : 579 - +
  • [10] Downside Risk Approach for Multi-Objective Portfolio Optimization
    Sawik, Bartosz
    OPERATIONS RESEARCH PROCEEDINGS 2011, 2012, : 191 - 196