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Randomized Algorithms in Automatic Control and Data Mining (Hardcover, 2015 ed.) Loot Price: R3,496
Discovery Miles 34 960
You Save: R858 (20%)
Randomized Algorithms in Automatic Control and Data Mining (Hardcover, 2015 ed.): Oleg Granichin, Zeev (Vladimir) Volkovich,...

Randomized Algorithms in Automatic Control and Data Mining (Hardcover, 2015 ed.)

Oleg Granichin, Zeev (Vladimir) Volkovich, Dvora Toledano-Kitai

Series: Intelligent Systems Reference Library, 67

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List price R4,354 Loot Price R3,496 Discovery Miles 34 960 | Repayment Terms: R328 pm x 12* You Save R858 (20%)

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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.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Intelligent Systems Reference Library, 67
Release date: July 2014
First published: 2015
Authors: Oleg Granichin • Zeev (Vladimir) Volkovich • Dvora Toledano-Kitai
Dimensions: 235 x 155 x 20mm (L x W x T)
Format: Hardcover
Pages: 251
Edition: 2015 ed.
ISBN-13: 978-3-642-54785-0
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
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LSN: 3-642-54785-0
Barcode: 9783642547850

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