Description: Towards Efficient Fuzzy Information Processing : Using the Principle of Information Diffusion, Hardcover by Huang, Chongfu; Shi, Yong, ISBN 379081475X, ISBN-13 9783790814750, Like New Used, Free shipping in the US When we learn from books or daily experience, we make associations and draw inferences on the basis of information that is insufficient for under standing. One example of insufficient information may be a small sample derived from observing experiments. With this perspective, the need for de veloping a better understanding of the behavior of a small sample presents a problem that is far beyond purely academic importance. During the past 15 years considerable progress has been achieved in the study of this issue in China. One distinguished result is the principle of in formation diffusion. According to this principle, it is possible to partly fill gaps caused by incomplete information by changing crisp observations into fuzzy sets so that one can improve the recognition of relationships between input and output. The principle of information diffusion has been proven suc cessful for the estimation of a probability density function. Many successful applications reflect the advantages of this new approach. It also supports an argument that fuzzy set theory can be used not only in "soft" science where some subjective adjustment is necessary, but also in "hard" science where all data are recorded.
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Book Title: Towards Efficient Fuzzy Information Processing : Using the Princi
Number of Pages: Xxi, 370 Pages
Language: English
Publication Name: Towards Efficient Fuzzy Information Processing : Using the Principle of Information Diffusion
Publisher: Physica-Verlag
Subject: Information Theory, Intelligence (Ai) & Semantics, Computer Science, System Theory, Data Processing, Logic
Publication Year: 2002
Type: Textbook
Item Weight: 56.8 Oz
Subject Area: Mathematics, Computers, Science
Item Length: 9.3 in
Author: Chongfu Huang, Yong Shi
Series: Studies in Fuzziness and Soft Computing Ser.
Item Width: 6.1 in
Format: Hardcover
