Abstract
Fuzzy sets and fuzzy variables have undergone several different extensions overtime. One of them involved including a “bifuzzy variable” as a fuzzy element for describing the more complete systems. The properties of bifuzzy variable were obtained by introducing the concept of “chance distribution”. In this paper, we will present a sufficient and necessary condition for chance distribution of bifuzzy variable. Here we present a constructive proof base on credibility theory for the sufficient part.
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Safiya ASA, Fora AA, Warner MW (1996) Higher separation axioms in bifuzzy topological spaces. Fuzzy Sets Syst 79:367–372
Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87–96
Dubois D, Prade H (1983) Twofold fuzzy sets: An approach to the representation of sets with fuzzy boundaries based on possibility and necessity measures. J Fuzzy Math 3:53–76
Dubois D, Prade H (1998) Possibility theory: an approach to computerized processing of uncertainty. Plenum Press, New York
Kaufmann A (1975) Introduction to the theory of fuzzy subsets, vol 1. Academic Press, New York
Kwakernaak H (1978) Fuzzy random variables-I definitions and theorems. Inf Sci 15:1–29
Li X, Liu B (2006) A sufficient and necessary condition for credibility measures. Int J Uncertain Fuzziness Knowl Syst 14:527–535
Liu B (2002) Toward fuzzy optimization without mathematical ambiguity. Fuzzy Optim Decis Mak 1:43–63
Liu B (2002) Theory and practice of uncertain programming. Physica-Verlag, Heidelberg
Liu B (2004) Uncertainty theory: an introduction to its axiomatic foundations. Springer, Berlin
Liu B, Liu YK (2002) Expected value of fuzzy variable and fuzzy expected value models. IEEE Trans Fuzzy Syst 10:445–450
Liu Z, Liu YK (2010) Type-2 fuzzy variables and their arithmetic. Soft Comput 14:729–747
Mukherjee A (2002) Completely induced bifuzzy topological spaces. Indian J Pure Appl Math 33:911–916
Nahmias S (1978) Fuzzy variables. Fuzzy Sets Syst 1:97–110
Srivastava R, Srivastava H (2001) On compactness in bifuzzy topological spaces. Fuzzy Sets Syst 121:285–292
Yager RR (1985) A foundation for a theory of possibility. J Cybern 3:229–233
Yang L, Li K (2008) B-valued fuzzy variable. Soft Comput 12:1081–1088
Yang L, Li K, Gao Z (2009) Train timeable problem on a single-line railway with fuzzy passenger demand. IEEE Trans Fuzzy Syst 17(3):617–629
Yang L, Liu B (2005) On inequalities and critical values of fuzzy random variable. J Uncertain Fuzziness Knowl Syst 13(2):163–175
Yang L, Liu B (2006) On sufficiency and necessity condition of chance distribution for birandom variable. Informations 9(1):33–36
Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353
Zadeh LA (1971) Quantiative fuzzy semantics. Inf Sci 3:159–176
Zadeh LA (1978) Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets Syst 1:3–28
Zhou J, Liu B (2004) Analysis and algorithms of bifuzzy systems. Int J Uncertain Fuzziness Knowl Syst 12:357–376
Zhu Y, Liu B (2007) A sufficient and necessary condition for chance distribution of random fuzzy variables. Int J Uncertain Fuzziness Knowl Syst 15(Suppl 2):21–28
Acknowledgments
This work were supported by the National Natural Science Foundation of China Grant (No. 60874067) and China Postdoctoral Science Foundation (No. 20090450024). The authors would like to thank the editor and the referees for their valuable suggestions and comments.
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Qin, Z., Li, X. The sufficient and necessary condition for chance distribution of bifuzzy variable. Soft Comput 15, 595–599 (2011). https://doi.org/10.1007/s00500-010-0567-1
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DOI: https://doi.org/10.1007/s00500-010-0567-1