Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables

Name: Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables
SKU: 8963895
Price: 297.00 NZD
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Format:

Paperback / softback

Series:

Theory and Decision Library B:

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$297.00

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Description

This book presents a clear, systematic treatment of convergence theorems of set-valued random variables (random sets) and fuzzy set-valued random variables (random fuzzy sets). Topics such as strong laws of large numbers and central limit theorems, including new results in connection with the theory of empirical processes are covered. The author's own recent developments on martingale convergence theorems and their applications to data processing are also included. The mathematical foundations along with a clear explanation such as Holmander's embedding theorem, notions of various convergence of sets and fuzzy sets, Aumann integrals, conditional expectations, selection theorems, measurability and integrability arguments for both set-valued and fuzzy set-valued random variables and newly obtained optimizations techniques based on invariant properties are also given.

Release date NZ

December 6th, 2010

Author

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2002

Illustrations

XIII, 394 p.

Pages

394

Series

Theory and Decision Library B:

Dimensions

156x234x21

ISBN-13

9789048161393

Product ID

8963895

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