A strong law of large numbers for nonexpansive vector-valued stochastic processes

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作者
Elon Kohlberg
Abraham Neyman
机构
[1] Harvard University,Graduate School of Business Administration
[2] The Hebrew University of Jerusalem,Institute of Mathematics
[3] SUNY at Stony Brook,The Institute for Decision Sciences
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关键词
Banach Space; Nonexpansive Mapping; Normed Linear Space; Smooth Banach Space; Random Operator;
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摘要
A mapT: X→X on a normed linear space is callednonexpansive if ‖Tx-Ty‖≤‖x-y‖∀x, y∈X. Let (Ω, Σ,P) be a probability space,\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document} $${\mathcal{F}}_0 \subset {\mathcal{F}}_1 \subset ... \subset {\mathcal{F}}_n $$ \end{document} an increasing chain of σ-fields spanning Σ,X a Banach space, andT: X→X. A sequence (xn) of strongly\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document} $${\mathcal{F}}_n $$ \end{document}-measurable and stronglyP-integrable functions on Ω taking on values inX is called aT-martingale if\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document} $$E(x_{n + 1} \left| {{\mathcal{F}}_n ) = T(x_n )} \right.$$ \end{document}.
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页码:93 / 108
页数:15
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