Items related to Towards Efficient Fuzzy Information Processing: Using...

Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion: 99 (Studies in Fuzziness and Soft Computing, 99) - Hardcover

Huang, Chongfu; Shi, Yong

 
9783790814750: Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion: 99 (Studies in Fuzziness and Soft Computing, 99)
Hardcover
ISBN 10: 379081475X ISBN 13: 9783790814750
Publisher: Physica-Verlag GmbH & Co, 2002

Synopsis

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.

"synopsis" may belong to another edition of this title.

Synopsis

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.

"About this title" may belong to another edition of this title.

Publisher
Physica-Verlag GmbH & Co
Publication date
2002
Language
English
ISBN 10 
379081475X
ISBN 13 
9783790814750
Binding
Hardcover
Number of pages
391