Measurability criteria for fuzzy random vectors

Fuzzy random vector is a measurable map from a probability space to a collection of fuzzy vectors. Our aim in this paper is to discuss the measurability criteria for fuzzy random vectors, and show that under mild assumption, the measurability criteria for upper semicontinuous fuzzy random vectors can be expressed in several different but equivalent formulations. Finally, applying the obtained results, we resolve an open problem about the relationship between fuzzy random vectors and fuzzy random variables.

[1]  M. Gil,et al.  Constructive definitions of fuzzy random variables , 1997 .

[2]  M. Puri,et al.  Fuzzy Random Variables , 1986 .

[3]  Yian-Kui Liu,et al.  Fuzzy random programming with equilibrium chance constraints , 2005, Inf. Sci..

[4]  Baoding Liu Uncertainty Theory: An Introduction to its Axiomatic Foundations , 2004 .

[5]  Huibert Kwakernaak,et al.  Fuzzy random variables--II. Algorithms and examples for the discrete case , 1979, Inf. Sci..

[6]  Yian-Kui Liu,et al.  On the convergence of measurable set-valued function sequence on fuzzy measure space , 2000, Fuzzy Sets Syst..

[7]  Yian-Kui Liu,et al.  A Bank Hedging Decision Problem , and formulated it as a stochastic possibilistic bank hedging decision model , 2004 .

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

[9]  R. Kruse,et al.  Statistics with vague data , 1987 .

[10]  Pei Wang,et al.  Fuzzy contactibility and fuzzy variables , 1982 .

[11]  Baoding Liu,et al.  Fuzzy random chance-constrained programming , 2001, IEEE Trans. Fuzzy Syst..

[12]  R. Yager On the specificity of a possibility distribution , 1992 .

[13]  Baoding Liu,et al.  Fuzzy random dependent-chance programming , 2001, IEEE Trans. Fuzzy Syst..

[14]  Huibert Kwakernaak,et al.  Fuzzy random variables - I. definitions and theorems , 1978, Inf. Sci..

[15]  George J. Klir,et al.  On fuzzy-set interpretation of possibility theory , 1999, Fuzzy Sets Syst..

[16]  Yian-Kui Liu,et al.  A class of fuzzy random optimization: expected value models , 2003, Inf. Sci..

[17]  Xian Liu,et al.  The role of stochastic programming in communication network design , 2005, Comput. Oper. Res..

[18]  Yian-Kui Liu,et al.  Fuzzy Random Variables: A Scalar Expected Value Operator , 2003, Fuzzy Optim. Decis. Mak..

[19]  Wang Guangyuan,et al.  Linear programming with fuzzy random variable coefficients , 1993 .

[20]  Volker Krätschmer,et al.  A unified approach to fuzzy random variables , 2001, Fuzzy Sets Syst..

[21]  M. K. Luhandjula Fuzziness and randomness in an optimization framework , 1996, Fuzzy Sets Syst..