Mean-Variance Models for International Portfolio Selection with Uncertain Exchange Rates and Security Returns

Xiaoxia Huang
{"title":"Mean-Variance Models for International Portfolio Selection with Uncertain Exchange Rates and Security Returns","authors":"Xiaoxia Huang","doi":"10.1109/ICISA.2010.5480377","DOIUrl":null,"url":null,"abstract":"With the liberalization in capital flows and the advances in telecommunication and computer technology, international portfolio selection has been becoming a hot topic for both practitioners and researchers. In traditional international portfolio selection, security selection used to be decided first without considering the fluctuation of foreign exchange rates. Then hedging strategies were made to eliminate the fluctuation of foreign exchange rates. In addition, the security returns and the foreign exchange rates were usually assumed to be random variables. However, in reality, it is usually difficult for many currencies except major currencies to find suitable instruments to make effective currency hedging though cross- hedging may be of some help. In addition, hedging strategy may not be a good choice because the foreign exchange rate fluctuation may also bring the high return to the investors. Furthermore, there are many researches showing that security returns may not be random sometimes. In this paper, we discuss international portfolio selection problem with both foreign exchange rates and security returns containing a new type of uncertainty which is neither random nor fuzzy. Based on the latest development on uncertainty theory, we develop new mean-variance models considering the uncertain foreign exchange rates and security returns simultaneously. To solve the new models in general cases, a hybrid intelligent algorithm is provided. As an illustration, an example is also presented.","PeriodicalId":313762,"journal":{"name":"2010 International Conference on Information Science and Applications","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 International Conference on Information Science and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICISA.2010.5480377","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

With the liberalization in capital flows and the advances in telecommunication and computer technology, international portfolio selection has been becoming a hot topic for both practitioners and researchers. In traditional international portfolio selection, security selection used to be decided first without considering the fluctuation of foreign exchange rates. Then hedging strategies were made to eliminate the fluctuation of foreign exchange rates. In addition, the security returns and the foreign exchange rates were usually assumed to be random variables. However, in reality, it is usually difficult for many currencies except major currencies to find suitable instruments to make effective currency hedging though cross- hedging may be of some help. In addition, hedging strategy may not be a good choice because the foreign exchange rate fluctuation may also bring the high return to the investors. Furthermore, there are many researches showing that security returns may not be random sometimes. In this paper, we discuss international portfolio selection problem with both foreign exchange rates and security returns containing a new type of uncertainty which is neither random nor fuzzy. Based on the latest development on uncertainty theory, we develop new mean-variance models considering the uncertain foreign exchange rates and security returns simultaneously. To solve the new models in general cases, a hybrid intelligent algorithm is provided. As an illustration, an example is also presented.
汇率与证券收益不确定情况下国际投资组合选择的均值-方差模型
随着资本流动的自由化以及电信和计算机技术的进步,国际投资组合选择已成为从业人员和研究人员的热门话题。在传统的国际投资组合选择中,证券的选择往往不考虑汇率的波动。然后制定对冲策略来消除汇率的波动。此外,证券收益和外汇汇率通常被假设为随机变量。然而,在现实中,除了主要货币外,许多货币通常很难找到合适的工具来进行有效的货币对冲,尽管交叉对冲可能有所帮助。此外,对冲策略可能不是一个好的选择,因为外汇汇率波动也可能给投资者带来高回报。此外,有许多研究表明,证券收益有时可能不是随机的。本文讨论了同时考虑汇率和证券收益的国际投资组合选择问题,该问题包含了一种既非随机又非模糊的新型不确定性。基于不确定性理论的最新发展,我们建立了同时考虑汇率和证券收益不确定性的均值-方差模型。为了在一般情况下求解新模型,提出了一种混合智能算法。最后给出了一个实例作为说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信