Fuzzy Sets and Their Extensions: Representation, Aggregation and Models : Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision

Language: English

Published by J.B. Metzler, 2010

364209290X / 9783642092909

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nach der Bestellung gedruckt Neuware - Printed after ordering - Fuzzy Sets and Their Extensions: Representation, Aggregation and Models Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision Fuzzy sets are now more than 40 years old, and have come of age. However, the development of fuzzy set theory at the theoretical level, and its successful appli- tions to science and technology have often run in isolation. Only a little part of the theoretical apparatus was effectively used in past applications. The most prominent ones, namely fuzzy rule-based modeling and control engineering, were directly - spired from a seminal paper by Lot Zadeh in 1973, suggesting how to use expert knowledge for synthetizing control laws, and from the rst experiments published by Abe Mamdani. Later in the eighties, when spectacular applications were bl- soming in Japan, fuzzy rule-based systems were systematized and simpli ed by Michio Sugeno and colleagues, and became a basic approach to non-linear system modeling and control, soon hybridized with neural networks in the nineties. Thus fuzzy systems signi cantly contributed to the raise of computational intelligence, and a lot of learning techniques for the construction of (supposedly interpretable) fuzzy models from data were developed under the ag of soft computing. Even if this area was quite successful, it is patent that the role, in the success of fuzzy logic, of new fuzzy set-related concepts developed quite at the same time in themathematicalnicheofthefuzzyset communitywaslimited.…

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Title
Fuzzy Sets and Their Extensions: Representation, Aggregation and Models : Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision
Author
Javier Montero
Publisher
J.B. Metzler
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
364209290X
ISBN 13
9783642092909
Item weight
1,036 grams
Dimensions
235x155x38 mm

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