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Towards Efficient Fuzzy Information Processing

Name: Towards Efficient Fuzzy Information Processing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01737868
Price: 118.29 EUR
Availability: InStock
Author: Chongfu Huang
ISBN: 9783790814750

Using the Principle of Information Diffusion

Chongfu Huang

Yong Shi

Language

English

Book Hardback

Libristo code: 01737868

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, May 2002

The need for developing a better understanding of the beha- viour of small samples by observing expe... Full description

Libristo code: 01737868

290 b

118.29 € VAT included

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The need for developing a better understanding of the beha- viour 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.