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带有模糊流动性约束的均值-方差-偏度-正弦熵投资组合优化模型
引用本文:宋燕玲,周荣喜,蔡小龙,赵庆亮. 带有模糊流动性约束的均值-方差-偏度-正弦熵投资组合优化模型[J]. 北京化工大学学报(自然科学版), 2018, 45(1): 103-108. DOI: 10.13543/j.bhxbzr.2018.01.017
作者姓名:宋燕玲  周荣喜  蔡小龙  赵庆亮
作者单位:北京化工大学经济管理学院,北京,100029;对外经济贸易大学金融学院,北京,100029
基金项目:国家自然科学基金(71631005);教育部人文社会科学研究规划基金(16YJA630078)
摘    要:通过引入可信性偏度及模糊流动性约束,分别建立了同时满足随机不确定和模糊不确定情形下的均值-方差-偏度-正弦熵(M-V-S-SE)的投资组合模型和带有模糊流动性约束的均值-方差-偏度-正弦熵(M-V-S-L-SE)投资组合优化模型。然后运用马尔科夫方法求解模糊收益率,利用上海证券交易所数据进行实证研究。结果表明:模糊流动性约束的引入使得模型更加稳定,在提高收益、控制风险等方面更具有优势。

关 键 词:可信性理论  模糊流动性  正弦熵  投资组合模型
收稿时间:2017-04-28

A mean-variance-skewness-sine entropy model with fuzzy liquidity constraints for portfolio selection
SONG YanLing,ZHOU RongXi,CAI XiaoLong,ZHAO QingLiang. A mean-variance-skewness-sine entropy model with fuzzy liquidity constraints for portfolio selection[J]. Journal of Beijing University of Chemical Technology, 2018, 45(1): 103-108. DOI: 10.13543/j.bhxbzr.2018.01.017
Authors:SONG YanLing  ZHOU RongXi  CAI XiaoLong  ZHAO QingLiang
Affiliation:1. School of Economics and Management, Beijing University of Chemical Technology, Beijing 100029;2. School of Finance and Banking, University of International Business and Economics, Beijing 100029, China
Abstract:By introducing the credibility theory and skewness, a mean-variance-skewness-sine entropy (M-V-S-SE) portfolio selection model considering random uncertainty and fuzzy uncertainty, and a mean-variance-skewness-liquidity-sine entropy (M-V-S-L-SE) portfolio selection model with fuzzy liquidity constraints have been established. We forecasted the fuzzy yields using the Markov method. Empirical research was conducted by employing the 2015 stock price data from the Shanghai stock exchange. The results reveal that the M-V-S-L-SE model which includes fuzzy liquidity constraints is more stable and advantageous in terms of improving the income and controlling the risk.
Keywords:credibility theory   fuzzy liquidity   sine entropy   portfolio model
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