Towards Efficient Fuzzy Information Processing

Using the Principle of Information Diffusion

By: Chongfu Huang, Yong Shi

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Hardcover | 27 May 2002

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396 Pages

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23.5 x 15.88 x 3.18

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When we learn from books or daily experience, we make associations and draw inferences on the basis of information that is insufficient for under standing. One example of insufficient information may be a small sample derived from observing experiments. With this perspective, the need for de veloping a better understanding of the behavior of a small sample presents a problem that is far beyond purely academic importance. During the past 15 years considerable progress has been achieved in the study of this issue in China. One distinguished result is the principle of in formation diffusion. According to this principle, it is possible to partly fill gaps caused by incomplete information by changing crisp observations into fuzzy sets so that one can improve the recognition of relationships between input and output. The principle of information diffusion has been proven suc cessful for the estimation of a probability density function. Many successful applications reflect the advantages of this new approach. It also supports an argument that fuzzy set theory can be used not only in "soft" science where some subjective adjustment is necessary, but also in "hard" science where all data are recorded.

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Published: 21st October 2010

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Foreword
Preface
Principle of Information Diffusion
Introduction	p. 3
Information Matrix	p. 23
Some Concepts From Probability and Statistics	p. 55
Information Distribution	p. 81
Information Diffusion	p. 129
Quadratic Diffusion	p. 169
Normal Diffusion	p. 191
Applications
Estimation of Epicentral Intensity	p. 215
Estimation of Isoseismal Area	p. 247
Fuzzy Risk Analysis	p. 273
System Analytic Model for Natural Disasters	p. 297
Fuzzy Risk Calculation	p. 325
Subject Index	p. 365
List of Special Symbols	p. 370
Table of Contents provided by Blackwell. All Rights Reserved.

Towards Efficient Fuzzy Information Processing

Using the Principle of Information Diffusion

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Hardcover

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Paperback

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