Randomized Algorithms in Automatic Control and Data Mining

Language: English

Published by Springer Berlin Heidelberg Jul 2014, 2014

3642547850 / 9783642547850

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires 'brute force' in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations. 276 pp. Englisch.

Seller Inventory # 9783642547850

Title
Randomized Algorithms in Automatic Control and Data Mining
Author
Oleg Granichin
Publisher
Springer Berlin Heidelberg Jul 2014
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642547850
ISBN 13
9783642547850
Item weight
582 grams
Dimensions
241x160x21 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany