Statistical Modeling, Analysis and Management of Fuzzy DataPaperback, 21 October 2010

Statistical Modeling, Analysis and Management of Fuzzy Data
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Part of Series
Studies in Fuzziness and Soft Computing
Print Length
309 pages
Language
English
Publisher
Physica-Verlag
Date Published
21 Oct 2010
ISBN-10
3790825018
ISBN-13
9783790825015

Description

"Statistical Modeling, Analysis and Management of Fuzzy Data," or SMFD for short, is an important contribution to a better understanding of a basic issue -an issue which has been controversial, and still is though to a lesser degree. In substance, the issue is: are fuzziness and randomness distinct or coextensive facets of uncertainty? Are the theories of fuzziness and random- ness competitive or complementary? In SMFD, these and related issues are addressed with rigor, authority and insight by prominent contributors drawn, in the main, from probability theory, fuzzy set theory and data analysis com- munities. First, a historical perspective. The almost simultaneous births -close to half a century ago-of statistically-based information theory and cybernetics were two major events which marked the beginning of the steep ascent of probability theory and statistics in visibility, influence and importance. I was a student when information theory and cybernetics were born, and what is etched in my memory are the fascinating lectures by Shannon and Wiener in which they sketched their visions of the coming era of machine intelligence and automation of reasoning and decision processes. What I heard in those lectures inspired one of my first papers (1950) "An Extension of Wiener's Theory of Prediction," and led to my life-long interest in probability theory and its applications to information processing, decision analysis and control.

Product Details

Book Format:
Paperback
Country of Origin:
NL
Date Published:
21 October 2010
Dimensions:
23.39 x 15.6 x 1.73 cm
ISBN-10:
3790825018
ISBN-13:
9783790825015
Language:
English
Location:
Heidelberg
Pages:
309
Publisher:
Physica-Verlag
Weight:
453.59 gm

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