Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion

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Chongfu Huang Yong Shi

Towards Efficient Fuzzy Information Processing

Using the Principle of Information Diffusion

Chongfu Huang, Yong Shi

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English

Physica-Verlag GmbH & Co
27 May 2002

Fuzzy set theory; Mathematical theory of computation; Artificial intelligence

Series: Studies in Fuzziness and Soft Computing

The need for developing a better understanding of the behaviour of small samples by observing experiments presents a problem far beyond purely academic interest. This monograph describes the character of incomplete fuzzy information, and proposes and proves the principle of information diffusion. The focus lies in changing a traditional sample-point into a fuzzy set to partly fill the gap caused by incomplete data, so that the recognition of relationships between input and output can be improved. Part 1 examines the origins of the principle of information diffusion and describes the mathematical concepts and proofs. Topics covered include: information matrix, demonstration of information distribution, and the kernel function in terms of information diffusion. Part 2 covers applications such as earthquake engineering and risk assessment of flood, and demonstrates that the new theory is useful for studying practical cases.

By: Chongfu Huang, Yong Shi
Imprint: Physica-Verlag GmbH & Co
Country of Publication: Germany
Edition: 2002 ed.
Volume: 99
Dimensions: Height: 235mm, Width: 155mm, Spine: 22mm
Weight: 1.610kg
ISBN: 9783790814750
ISBN 10: 379081475X
Series: Studies in Fuzziness and Soft Computing
Pages: 370
Publication Date: 27 May 2002
Audience: College/higher education , Professional and scholarly , Professional & Vocational , A / AS level , Further / Higher Education
Format: Hardback
Publisher's Status: Active

I: Principle of Information Diffusion.- 1. Introduction.- 2. Information Matrix.- 3. Some Concepts From Probability and Statistics.- 4. Information Distribution.- 5. Information Diffusion.- 6. Quadratic Diffusion.- 7. Normal Diffusion.- II: Applications.- 8. Estimation of Epicentral Intensity.- 9. Estimation of Isoseismal Area.- 10. Fuzzy Risk Analysis.- 11. System Analytic Model for Natural Disasters.- 12. Fuzzy Risk Calculation.- List of Special Symbols.