Open Access
July 1998 Convergence of set valued sub- and supermartingales in the Kuratowski-Mosco sense
Shoumei Li, Yukio Ogura
Ann. Probab. 26(3): 1384-1402 (July 1998). DOI: 10.1214/aop/1022855757
Abstract

The purpose of this paper is to prove some convergence theorems of closed and convex set valued sub- and supermartingales in the Kuratowski–Mosco sense. To get submartingale convergence theorems, we give sufficient conditions for the Kudo–Aumann integral and Hiai–Umegaki conditional expectation to be closed both for compact convex set valued random variables and for closed convex set valued random variables. We also give an example of a bounded closed convex set valued random variable whose Kudo–Aumann integral is not closed.

References

1.

[1] Aumann, R. J. (1965). Integrals of set-valued functions. J. Math. Anal. Appl. 12 1-12.  MR32:2543 0163.06301 10.1016/0022-247X(65)90049-1[1] Aumann, R. J. (1965). Integrals of set-valued functions. J. Math. Anal. Appl. 12 1-12.  MR32:2543 0163.06301 10.1016/0022-247X(65)90049-1

2.

[2] Chatterji, S. D. (1968). Martingale convergence and the RN-theorems. Math. Scand. 22 21-41.  MR246341[2] Chatterji, S. D. (1968). Martingale convergence and the RN-theorems. Math. Scand. 22 21-41.  MR246341

3.

[3] Debreu, G. (1966). Integration of correspondences. Proc. Fifth Berkeley Symp. Math. Statist. Probab. 2 351-372. Univ. California Press, Berkeley.  MR228252 0211.52803[3] Debreu, G. (1966). Integration of correspondences. Proc. Fifth Berkeley Symp. Math. Statist. Probab. 2 351-372. Univ. California Press, Berkeley.  MR228252 0211.52803

4.

[4] Dunford, N. and Schwartz, J. T. (1958). Linear Operators, Part 1: General Theory. Interscience, New York.  MR22:8302 0084.10402[4] Dunford, N. and Schwartz, J. T. (1958). Linear Operators, Part 1: General Theory. Interscience, New York.  MR22:8302 0084.10402

5.

[5] Hiai, F. and Umegaki, H. (1977). Integrals, conditional expectations and martingales of multivalued functions. J. Multivariate Anal. 7 149-182.  MR58:22463 0368.60006 10.1016/0047-259X(77)90037-9[5] Hiai, F. and Umegaki, H. (1977). Integrals, conditional expectations and martingales of multivalued functions. J. Multivariate Anal. 7 149-182.  MR58:22463 0368.60006 10.1016/0047-259X(77)90037-9

6.

[6] Hiai, F. (1978). Radon-Nikodym theorem for set-valued measures. J. Multivariate Anal. 8 96-118.  MR58:28411 10.1016/0047-259X(78)90022-2[6] Hiai, F. (1978). Radon-Nikodym theorem for set-valued measures. J. Multivariate Anal. 8 96-118.  MR58:28411 10.1016/0047-259X(78)90022-2

7.

[7] Hiai, F. (1985). Convergence of conditional expectations and strong laws of large numbers for multivalued random variables. Trans. Amer. Math. Soc. 291 613-627.  MR86k:60048 0583.60007 10.2307/2000101[7] Hiai, F. (1985). Convergence of conditional expectations and strong laws of large numbers for multivalued random variables. Trans. Amer. Math. Soc. 291 613-627.  MR86k:60048 0583.60007 10.2307/2000101

8.

[8] Klee, V. L. (1951). Convex sets in linear spaces 2. Duke Math. J. 18 875-883.  MR47251 0044.11201 10.1215/S0012-7094-51-01882-0 euclid.dmj/1077476913 [8] Klee, V. L. (1951). Convex sets in linear spaces 2. Duke Math. J. 18 875-883.  MR47251 0044.11201 10.1215/S0012-7094-51-01882-0 euclid.dmj/1077476913

9.

[9] Klein, E. and Thompson, A. C. (1984). Theory of Correspondences Including Applications to Mathematical Economics. Wiley, New York.  MR752692 0556.28012[9] Klein, E. and Thompson, A. C. (1984). Theory of Correspondences Including Applications to Mathematical Economics. Wiley, New York.  MR752692 0556.28012

10.

[10] Klement, E. P., Puri, M. L., and Ralescu, D. A. (1986). Limit theorems for fuzzy random variables. Pro. Roy. Soc. London Ser. A 407 171-182.  MR88b:60092 10.1098/rspa.1986.0091[10] Klement, E. P., Puri, M. L., and Ralescu, D. A. (1986). Limit theorems for fuzzy random variables. Pro. Roy. Soc. London Ser. A 407 171-182.  MR88b:60092 10.1098/rspa.1986.0091

11.

[11] Kudo, H. (1953). Dependent experiments and sufficient statistics. Natural Science Report, Ochanomizu University 4 151-163.  MR67441 0055.37501[11] Kudo, H. (1953). Dependent experiments and sufficient statistics. Natural Science Report, Ochanomizu University 4 151-163.  MR67441 0055.37501

12.

[12] Kuratowski, K. (1965). Topology 1. Academic Press, New York. [12] Kuratowski, K. (1965). Topology 1. Academic Press, New York.

13.

[13] Li, S. and Ogura, Y. (1996). Fuzzy random variables, conditional expectations and fuzzy martingales. J. Fuzzy Math. 4 905-927.  0879.60001 MR1426479[13] Li, S. and Ogura, Y. (1996). Fuzzy random variables, conditional expectations and fuzzy martingales. J. Fuzzy Math. 4 905-927.  0879.60001 MR1426479

14.

[14] Li, S. and Ogura, Y. (1997). Convergence of set valued and fuzzy valued martingales. Fuzzy Sets and Systems. To appear.  MR1674503 10.1016/S0165-0114(97)00092-4[14] Li, S. and Ogura, Y. (1997). Convergence of set valued and fuzzy valued martingales. Fuzzy Sets and Systems. To appear.  MR1674503 10.1016/S0165-0114(97)00092-4

15.

[15] Li, S. and Ogura, Y. (1997). An optional sampling theorem for fuzzy valued martingales. Proceedings of IFSA'97 (Prague) 4 9-14. [15] Li, S. and Ogura, Y. (1997). An optional sampling theorem for fuzzy valued martingales. Proceedings of IFSA'97 (Prague) 4 9-14.

16.

[16] Luu, D. Q. (1981). Representations and regularity of multivalued martingales. Acta Math. Vietnam 6 29-40.  0522.60045 MR694273[16] Luu, D. Q. (1981). Representations and regularity of multivalued martingales. Acta Math. Vietnam 6 29-40.  0522.60045 MR694273

17.

[17] Mosco, U. (1969). Convergence of convex set and of solutions of variational inequalities. Adv. Math. 3 510-585.  MR45:7560 0192.49101 10.1016/0001-8708(69)90009-7[17] Mosco, U. (1969). Convergence of convex set and of solutions of variational inequalities. Adv. Math. 3 510-585.  MR45:7560 0192.49101 10.1016/0001-8708(69)90009-7

18.

[18] Mosco, U. (1971). On the continuity of the Young-Fenchel transform. J. Math. Anal. Appl. 35 518-535.  MR44:817 0253.46086 10.1016/0022-247X(71)90200-9[18] Mosco, U. (1971). On the continuity of the Young-Fenchel transform. J. Math. Anal. Appl. 35 518-535.  MR44:817 0253.46086 10.1016/0022-247X(71)90200-9

19.

[19] Papageorgiou, N. S. (1985). On the theory of Banach space valued multifunctions 1. Integration and conditional expectation. J. Multivariate Anal. 17 185-206.  MR808276 0579.28009 10.1016/0047-259X(85)90078-8[19] Papageorgiou, N. S. (1985). On the theory of Banach space valued multifunctions 1. Integration and conditional expectation. J. Multivariate Anal. 17 185-206.  MR808276 0579.28009 10.1016/0047-259X(85)90078-8

20.

[20] Papageorgiou, N. S. (1985). On the theory of Banach space valued multifunctions 2. Set valued martingales and set valued measures. J. Multivariate Anal. 17 207-227.  MR808277 0579.28010 10.1016/0047-259X(85)90079-X[20] Papageorgiou, N. S. (1985). On the theory of Banach space valued multifunctions 2. Set valued martingales and set valued measures. J. Multivariate Anal. 17 207-227.  MR808277 0579.28010 10.1016/0047-259X(85)90079-X

21.

[21] Puri, M. L. and Ralescu, D. A. (1986). Fuzzy random variables. J. Math. Anal. Appl. 114 406-422. 0605.60038 MR833596 10.1016/0022-247X(86)90093-4[21] Puri, M. L. and Ralescu, D. A. (1986). Fuzzy random variables. J. Math. Anal. Appl. 114 406-422. 0605.60038 MR833596 10.1016/0022-247X(86)90093-4

22.

[22] Puri, M. L. and Ralescu, D. A. (1991). Convergence theorem for fuzzy martingales. J. Math. Anal. Appl. 160 107-121.  MR92i:60012 0737.60005 10.1016/0022-247X(91)90293-9[22] Puri, M. L. and Ralescu, D. A. (1991). Convergence theorem for fuzzy martingales. J. Math. Anal. Appl. 160 107-121.  MR92i:60012 0737.60005 10.1016/0022-247X(91)90293-9

23.

[23] Puri, M. L. and Ralescu, D. A. (1983). Strong law of large numbers for Banach space valued random sets. Ann. Probab. 11 222-224.  MR84f:60017 0508.60021 10.1214/aop/1176993671 euclid.aop/1176993671 [23] Puri, M. L. and Ralescu, D. A. (1983). Strong law of large numbers for Banach space valued random sets. Ann. Probab. 11 222-224.  MR84f:60017 0508.60021 10.1214/aop/1176993671 euclid.aop/1176993671

24.

[24] Salinetti, G. and Roger J. B. Wets (1977). On the relations between two types of convergence for convex functions. J. Math. Anal. Appl. 60 211-226.  MR57:18828 0359.54005 10.1016/0022-247X(77)90060-9[24] Salinetti, G. and Roger J. B. Wets (1977). On the relations between two types of convergence for convex functions. J. Math. Anal. Appl. 60 211-226.  MR57:18828 0359.54005 10.1016/0022-247X(77)90060-9

25.

[25] Salinetti, G. and Roger J. B. Wets (1981). On the convergence of closed-valued measurable multifunctions. Trans. Amer. Math. Soc. 226 275-289.  MR82k:28007 0501.28005 10.2307/1998398[25] Salinetti, G. and Roger J. B. Wets (1981). On the convergence of closed-valued measurable multifunctions. Trans. Amer. Math. Soc. 226 275-289.  MR82k:28007 0501.28005 10.2307/1998398

26.

[26] Thobie, C. G. (1974). Selections de multimesures, application a un th´eor eme de Radon- Nikodym multivoque. C. R. Acad. Sci. Paris Ser. A 279 603-606.[26] Thobie, C. G. (1974). Selections de multimesures, application a un th´eor eme de Radon- Nikodym multivoque. C. R. Acad. Sci. Paris Ser. A 279 603-606.
Copyright © 1998 Institute of Mathematical Statistics
Shoumei Li and Yukio Ogura "Convergence of set valued sub- and supermartingales in the Kuratowski-Mosco sense," The Annals of Probability 26(3), 1384-1402, (July 1998). https://doi.org/10.1214/aop/1022855757
Published: July 1998
Vol.26 • No. 3 • July 1998
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