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Some notes on strong law of large numbers for Banach space valued fuzzy random variables

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In this paper, we establish two types of strong law of large numbers for fuzzy random variables taking values on the space of normal and upper-semicontinuous fuzzy sets with compact support in a separable Banach space. The first result is SLLN for strong-compactly uniformly integrable fuzzy random variables, and the other is the case of that the averages of its expectations converges.

Abstract

In this paper, we establish two types of strong law of large numbers for fuzzy random variables taking values on the space of normal and upper-semicontinuous fuzzy sets with compact support in a separable Banach space. The first result is SLLN for strong-compactly uniformly integrable fuzzy random variables, and the other is the case of that the averages of its expectations converges.

참고문헌 (27)

  1. Z. Artstein, "Convexification in limit laws of random sets in Banach spaces", Ann. Probab, 13, pp.307~309 (1985)
  2. Z. Artstein, "A strong law of large numbers for random compact sets", Ann. Probab, 3, pp.879~882 (1975)
  3. A. Colubi, "A gener- alized strong law of large numbers", Probab. Theory Related Fields, 114, pp.401~417 (1999)
  4. A. Colubi, "A method to derive strong laws of large numbers for random upper semicontinuous func- tions", Statist. Probab. Lett, 53, pp.269~275 (2001)
  5. representation of random upper semicontinuous functions, "Proc. Amer. Math. Soc", 2002, 3237~3242
  6. G. Debreu, "Integration of correspondences", Proc. 5th Berkeley Symp. Math. Statist. Prob. II, 2, pp.351~372 (1966)
  7. Y. Feng, "An approach to generalize law of large numbers for fuzzy random vari- ables", Fuzzy Sets and Systems, 128, pp.237~245 (2002)
  8. K. A. Fu, "Strong laws of large numbers for arrays of row-wise independent random compact sets and fuzzy random sets", Fuzzy Sets and Systems, 159, pp.3360~3368 (2008)
  9. G. H. Greco, "Supremum metric and relatively compact sets of fuzzy sets", Nonlinear Anal, 64, pp.1325~1335 (2006)
  10. L. Guan, "Laws of large numbers for weighted sums of fuzzy set valued random variables", Inter. J. Uncertainty Fuzziness Knowl. Based Syst, 12, pp.811~825 (2004)
  11. H. Inoue, "A strong law of large numbers for fuzzy random sets", Fuzzy Sets and Systems, 41, pp.285~291 (1991)
  12. SangYeol Joo, "Strong Law of Large Numbers for Tight Fuzzy Random Variables", Journal of the Korean Statistical Society, 31(1), pp.129~140 (2002), 한국통계학회
  13. S. Y. Joo, "Topological properties on the space of fuzzy sets", J. Math. Anal. Appl, 246, pp.576~590 (2000)
  14. S. Y. Joo, "Strong Convergence for weighted sums of fuzzy random sets", Inform. Sci, 176, pp.1086~1099 (2006)
  15. 김윤경, "Strong laws of large numbers for random upper-semicontinuous fuzzy sets", 대한수학회보, 39(3), pp.511~526 (2002), 대한수학회
  16. Y. K. Kim, "Measurability for fuzzy valued functions", Fuzzy Sets and Systems, 129, pp.105~109 (2002)
  17. E. P. Klement, "Limit theorems for fuzzy random variables", Proc. Roy. Soc. Lond. Ser. A, 407, pp.171~182 (1986)
  18. S. Li, "Strong laws of large numbers for independent fuzzy set valued random variables", Fuzzy Sets and Systems, 157, pp.2569~2578 (2006)
  19. S. Li, "Limit theorems and Applications of set valued and fuzzy set valued random variables" (2002), Kluwer Academic Publishers
  20. I. S. Molchanov, "On strong laws of large numbers for random upper- semicontinuous functions", J. Math. Anal. Appl, 235, pp.349~355 (1999)
  21. F. Proske, "Strong laws of large numbers for Banach space valued fuzzy random variables", J. Theoret. Probab, 15, pp.543~551 (2002)
  22. M. L. Puri, "A strong law of large numbers for Banach space valued random sets", Ann. Probab, 11, pp.222~224 (1983)
  23. M. L. Puri, "Fuzzy random variables", J. Math. Anal. Appl, 114, pp.402~422 (1986)
  24. R. L. Taylor, "A strong law of large numbers for random sets in Banach space", Bull. Inst. Math. Acad. Sin, 13, pp.403~409 (1985)
  25. R. L. Taylor, "Laws of large numbers for random sets", Random sets: Theory and Applications, 1985, IMA 97, pp.347~366 (1985), Springer
  26. R. L. Taylor, "A strong law of large numbers for random sets in Banach spaces", Bull. Inst. Math. Acad. Sin, 13, pp.403~409 (1985)
  27. T. Uemura, "A law of large numbers for random sets", Fuzzy Sets and Systems, 59, pp.181~188 (1993)

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