Uncertainty Portfolio Model in Cross Currency Markets

Owing to the fluctuations in the financial markets, many financial variables such as expected return, volatility, or exchange rate may occur imprecisely. But many portfolio selection models consider precise input of these values. Therefore, this paper studies a multiobjective international asset allocation problem under fuzzy environment. In our portfolio selection model, both of the return risk and the exchange risk are considered. The coefficient matrices in the objectives and constraints and the decision value are considered as fuzzy variables. The calculation of the portfolio and efficient frontier is derived by considering the exchange risk in the fuzzy environment. An empirical study is performed based on a portfolio of six securities denominated in six different currencies, i.e., USD, EUR, JPY, CNY, HKD, and GBP. The α-level closed interval portfolio and the fuzzy efficient frontier are obtained with different values of α ∈ (0, 1]. The empirical results indicate that the fuzzy asset selection method is a useful tool for dealing with the imprecise problem in the real world.

[1]  A. Roy Safety first and the holding of assetts , 1952 .

[2]  Junzo Watada FUzzy Portfolio Model for Decision Making In Investment , 2001 .

[3]  Christer Carlsson,et al.  A Possibilistic Approach to Selecting Portfolios with Highest Utility Score , 2001, Fuzzy Sets Syst..

[4]  Hiroaki Ishii,et al.  Portfolio selection problems with random fuzzy variable returns , 2007, 2007 IEEE International Fuzzy Systems Conference.

[5]  Robert B. Litterman,et al.  Asset Allocation , 1991 .

[6]  Wei-Guo Zhang,et al.  On admissible efficient portfolio selection problem , 2004, Appl. Math. Comput..

[7]  E. E. Ammar,et al.  On solutions of fuzzy random multiobjective quadratic programming with applications in portfolio problem , 2008, Inf. Sci..

[8]  T. Coleman,et al.  Min-max robust and CVaR robust mean-variance portfolios , 2009 .

[9]  Wei-Guo Zhang,et al.  On admissible efficient portfolio selection: Models and algorithms , 2006, Appl. Math. Comput..

[10]  Lorenzo Garlappi,et al.  Portfolio Selection with Parameter and Model Uncertainty: A Multi-Prior Approach , 2004 .

[11]  Masahiro Inuiguchi,et al.  Portfolio selection under independent possibilistic information , 2000, Fuzzy Sets Syst..

[12]  Peijun Guo,et al.  Portfolio selection based on fuzzy probabilities and possibility distributions , 2000, Fuzzy Sets Syst..

[13]  Teresa León,et al.  Viability of infeasible portfolio selection problems: A fuzzy approach , 2002, Eur. J. Oper. Res..

[14]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[15]  Vicente Liern,et al.  A fuzzy method to repair infeasibility in linearly constrained problems , 2001, Fuzzy Sets Syst..

[16]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

[17]  Wei-Guo Zhang Possibilistic mean-standard deviation models to portfolio selection for bounded assets , 2007, Appl. Math. Comput..

[18]  Peijun Guo,et al.  Portfolio selection based on upper and lower exponential possibility distributions , 1999, Eur. J. Oper. Res..

[19]  Donald Goldfarb,et al.  Robust Portfolio Selection Problems , 2003, Math. Oper. Res..

[20]  Christer Carlsson,et al.  On Possibilistic Mean Value and Variance of Fuzzy Numbers , 1999, Fuzzy Sets Syst..

[21]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[22]  Hsien-Chung Wu,et al.  Pricing European options based on the fuzzy pattern of Black-Scholes formula , 2004, Comput. Oper. Res..

[23]  Wei-Guo Zhang,et al.  On admissible efficient portfolio selection policy , 2005, Appl. Math. Comput..

[24]  Masahiro Inuiguchi,et al.  Possibilistic linear programming: a brief review of fuzzy mathematical programming and a comparison with stochastic programming in portfolio selection problem , 2000, Fuzzy Sets Syst..

[25]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[26]  Reha H. Tütüncü,et al.  Robust Asset Allocation , 2004, Ann. Oper. Res..

[27]  S. Ramaswamy Portfolio Selection Using Fuzzy Decision Theory , 2005 .