This study considers a time-consistent multi-period rolling portfolio optimization issue in the context of a fuzzy situation. Rolling optimization with a risk aversion component attempts to separate the time periods and psychological effects of one's investment in a mathematical model. Furthermore, a resilient portfolio selection may be attained by taking into account fuzzy scenarios. Credibilistic entropy of fuzzy returns is used to measure portfolio risk because entropy, as a measure of risk, is not dependent on any certain sort of symmetric membership function of stock returns and may be estimated using nonmetric data. Mathematical modeling is performed to compare the Rolling Model (RM) and the Unified Model (UM). Two empirical studies from the Tehran stock market (10 stocks from April 2017 to April 2019) and the global stock market (20 stocks from April 2021 to April 2023) are utilized to illustrate the applicability of the suggested strategy. The findings reveal that RM can limit the risk of the portfolio at each time, but the portfolio's return is smaller than that of UM. Furthermore, the suggested models outperform the standard deterministic model.
机构:
Dillon Read Capital Management, Shanghai, Peoples R ChinaChinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
Shen, Ruijun
Zhang, Shuzhong
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Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
机构:
Capital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R ChinaCapital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R China
Zhao, Daping
Bai, Lin
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Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R ChinaCapital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R China
Bai, Lin
Fang, Yong
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Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100190, Peoples R ChinaCapital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R China
Fang, Yong
Wang, Shouyang
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Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100190, Peoples R ChinaCapital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R China
机构:
S China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R ChinaS China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R China
Liu, Yong-Jun
Zhang, Wei-Guo
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S China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R ChinaS China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R China
Zhang, Wei-Guo
Zhang, Qun
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S China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R ChinaS China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R China