Towards Efficient Fuzzy Information Processing, Chongfu Huang, Yong Shi, Fachbücher Informatik

Towards Efficient Fuzzy Information Processing

Using the Principle of Information Diffusion

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2002, 396 Seiten, Maße: 15,5 x 23,5 cm, Gebunden, Englisch

Physica-Verlag ISBN-10: 379081475X
ISBN-13: 9783790814750

Produkt-Beschreibung zu: Towards Efficient Fuzzy Information Processing

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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Klappentext zu: Towards Efficient Fuzzy Information Processing

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.

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