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Author:

Wang, Xia (Wang, Xia.)

Indexed by:

CPCI-S EI Scopus SCIE

Abstract:

Firstly, we obtain sample path large deviations for compact random sets, the main tool is a result of large deviations on D([0, 1], B) with the uniform metric. We also show that Cerf's result (1999) [5] is only a corollary of sample path large deviations. Secondly, we obtain large deviations and moderate deviations of random sets which take values of bounded closed convex sets on the underling separable Banach space with respect to the Hausdorff distance d(H) and that of random upper semicontinuous functions whose values are of bounded closed convex levels on the underling separable Banach space in the sense of the uniform Hausdorff distance d(H)(infinity). The main tool is the work of Wu on the large deviations and moderate deviations for empirical processes (Wu, 1994) [21]. Finally, we prove that Lemma 2 in [5], which is very important for "deconvexification", still holds under another condition E[exp{lambda parallel to X parallel to(p)(K)}] < infinity for some lambda > 0 in a different proof method. (C) 2012 Elsevier Inc. All rights reserved.

Keyword:

Sample path large deviations Random upper semicontinuous functions Large deviations Moderate deviations Compact random sets

Author Community:

  • [ 1 ] Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Wang, Xia]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

ISSN: 0888-613X

Year: 2013

Issue: 3

Volume: 54

Page: 378-392

3 . 9 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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