Uncertainty Theory

By:

Baoding Liu

Format:

Hardback

Series:

Springer Uncertainty Research

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Description

When no samples are available to estimate a probability distribution, we have to invite some domain experts to evaluate the belief degree that each event will happen. Perhaps some people think that the belief degree should be modeled by subjective probability or fuzzy set theory. However, it is usually inappropriate because both of them may lead to counterintuitive results in this case. In order to rationally deal with belief degrees, uncertainty theory was founded in 2007 and subsequently studied by many researchers. Nowadays, uncertainty theory has become a branch of axiomatic mathematics for modeling belief degrees. This is an introductory textbook on uncertainty theory, uncertain programming, uncertain statistics, uncertain risk analysis, uncertain reliability analysis, uncertain set, uncertain logic, uncertain inference, uncertain process, uncertain calculus, and uncertain differential equation. This textbook also shows applications of uncertainty theory to scheduling, logistics, networks, data mining, control, and finance.

Release date Australia

November 13th, 2014

Author

Baoding Liu

Audience

Professional & Vocational

Edition

4th ed. 2015

Illustrations

105 Illustrations, black and white; XVII, 487 p. 105 illus.

Pages

487

Series

Springer Uncertainty Research

Dimensions

155x235x29

ISBN-13

9783662443538

Product ID

23747919

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