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基于改进蚁狮算法优化考虑交易成本的M-CVaR模型
M-CVAR MODEL CONSIDERING TRANSACTION COST BASED ON IMPROVED ANT LION ALGORITHM
【摘要】 现代投资组合理论不断完善与发展,使得如何实现低风险下的收益极大化成为了研究热点。在传统M-CVaR模型的基础上,结合我国证券交易市场的实情,建立考虑交易成本的M-CVaR投资组合模型。引入改进蚁狮算法对该模型进行求解。通过对于多种证券交易的实证分析,验证了该算法的有效性和优越性。
【Abstract】 The continuous improvement and development of modern portfolio theory makes how to maximize the returns under low risk become a research hotspot. Based on the traditional M-CVaR model, combined with the actual situation of China’s stock exchange market, an M-CVaR portfolio model considering transaction costs is established. An improved ant lion algorithm was introduced to solve this model. Through the empirical analysis of a variety of securities transactions, the effectiveness and superiority of this algorithm were verified.
【关键词】 投资组合;
交易成本;
改进蚁狮算法;
M-CVaR;
【Key words】 Investment portfolio; Transaction cost; Improved ant lion algorithm; M-CVaR;
【Key words】 Investment portfolio; Transaction cost; Improved ant lion algorithm; M-CVaR;
【基金】 国家自然科学基金项目(61762076)
- 【文献出处】 计算机应用与软件 ,Computer Applications and Software , 编辑部邮箱 ,2022年12期
- 【分类号】F830;TP18
- 【下载频次】22