| 风险资产组合的均值-WCVaR模糊投资组合优化模型 |
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| 引用本文： | 刘艳春,高闯.风险资产组合的均值-WCVaR模糊投资组合优化模型[J].中国管理科学,2006,14(6):16-21. |
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| 作者姓名： | 刘艳春 高闯 |
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| 作者单位： | 辽宁大学工商管理学院, 辽宁, 沈阳, 110036 |
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| 基金项目： | 国家自然科学基金;教育部人文社会科学规划项目;韩国高教财团项目 |
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| 摘 要： | 本文在均值-方差模型的框架下,建立了以Worst-Case VaR(WCVaR)代替方差作为风险测量指标的均值-WCVaR模型.同时,将对数型隶属函数引入到模型中,以证券组合期望收益率极大化和WCVaR极小化为目标,建立了对数型满意程度的模糊决策投资组合选择模型,更好地反映了投资者对目标值的取值意图.依据上海证券市场的实际数据,采用遗传算法进行了模拟计算,验证了模型的有效性.
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| 关 键 词： | 投资组合优化 最坏条件下的风险值 模糊 遗传算法 |
| 文章编号： | 1003-207(2006)06-0016-06 |
| 收稿时间： | 2006-06-13; |
| 修稿时间： | 2006年6月13日 |
Mean - WCVaR Fuzzy Portfolio Optimization Model of Risk. Property Combination |
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| LIU Yan-chun,GAO Chuang.Mean - WCVaR Fuzzy Portfolio Optimization Model of Risk. Property Combination[J].Chinese Journal of Management Science,2006,14(6):16-21. |
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| Authors: | LIU Yan-chun GAO Chuang |
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| Institution: | College of Business Administration, Liaoning University, Shenyang 110036, China |
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| Abstract: | Based on the mean-variance model framework the essay has established the Mean-WCVaR model with a worst-case VaR(WCVaR)to replace variance as a risk measurement indicator.Meanwhile,the logistic membership function is introduced into the model.The essay regards the maximization of portfolio return and the minimization of worst-case VaR as its goal and sets up a fuzzy selection model of investment portfolio which is satisfied with the logistic membership.It better reflects the value of intent given by the investor to the goal value.According to the actual data of Shanghai Security,we use the genetic algorithm to simulate and test the validity of the model. |
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| Keywords: | portfolio optimization worst-case VaR fuzzy genetic algorithm |
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