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Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion - Chongfu Huang, Yong Shi
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Chongfu Huang, Yong Shi:
Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion - new book

ISBN: 9783790825114

ID: 978379082511

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. Chongfu Huang, Yong Shi, Books, Computers, Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion Books>Computers, Springer-Verlag/Sci-Tech/Trade

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Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion - Chongfu Huang, Yong Shi
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Chongfu Huang, Yong Shi:
Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion - new book

ISBN: 9783790825114

ID: 978379082511

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. Chongfu Huang, Yong Shi, Books, Computers, Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion Books>Computers, Springer-Verlag/Sci-Tech/Trade

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Towards Efficient Fuzzy Information Processing Using the Principle of Information Diffusion - Huang, Chongfu; Shi, Yong
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Huang, Chongfu; Shi, Yong:
Towards Efficient Fuzzy Information Processing Using the Principle of Information Diffusion - Paperback

2010, ISBN: 3790825115

Hardcover, ID: A14128586

Softcover reprint of hardcover 1st ed. 2002 Kartoniert / Broschiert Mathematische Grundlagen, Mathematik: Logik, Informatik, Theoretische Informatik, Künstliche Intelligenz, Analysis; Racter; cognition; fuzzy set; kernel; model, mit Schutzumschlag neu, [PU:Physica-Verlag HD; Physica]

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Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion - Chongfu Huang
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Chongfu Huang:
Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion - Paperback

ISBN: 9783790825114

ID: 9783790825114

Towards Efficient Fuzzy Information Processing: Using the Principle of Information Diffusion Towards-Efficient-Fuzzy-Information-Processing~~Chongfu-Huang Technology Programming>Xxxsoftware Engr>* Desc Unknown Paperback, Physica-Verlag HD

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Towards Efficient Fuzzy Information Processing
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Towards Efficient Fuzzy Information Processing - Paperback

2002, ISBN: 3790825115

Hardcover, ID: 14864301

Towards Efficient Fuzzy Information Processing ab 176.49 EURO Using the Principle of Information Diffusion Studies in Fuzziness and Soft Computing. Softcover reprint of hardcover 1st ed. 2002 Medien > Bücher

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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.

Details of the book - Towards Efficient Fuzzy Information Processing


EAN (ISBN-13): 9783790825114
ISBN (ISBN-10): 3790825115
Hardcover
Paperback
Publishing year: 2010
Publisher: Physica Verlag
392 Pages
Weight: 0,591 kg
Language: eng/Englisch

Book in our database since 23.05.2011 16:53:58
Book found last time on 13.09.2018 23:52:58
ISBN/EAN: 9783790825114

ISBN - alternate spelling:
3-7908-2511-5, 978-3-7908-2511-4


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