Towards Efficient Fuzzy Information Processing

Name: Towards Efficient Fuzzy Information Processing
Brand: Physica-verlag Gmbh & Co
SKU: 17502092
Price: 2862.00 ZAR
Availability: InStock

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Features

Author	Peter Stepan , Yong Shi , Chongfu Huang
Format	Hardcover
ISBN	9783790814750
Publisher	Physica-Verlag GmbH & Co
Manufacturer	Physica-verlag Gmbh & Co

Description

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.

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