Randomized Algorithms in Automatic Control and Data Mining (Intelligent Systems Reference Library #67)
by Oleg Granichin, Zeev (Vladimir) Volkovich and Dvora Toledano-Kitai
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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.
The book, Randomized Algorithms in Automatic Control and Data Mining (Intelligent Systems Reference Library #67) [Bulk, Wholesale, Quantity] ISBN#9783642547850 in Hardcover by Oleg Granichin, Zeev (Vladimir) Volkovich, Dvora Toledano-Kitai may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Springer Berlin Heidelberg
- Authors
- Oleg Granichin, Zeev (Vladimir) Volkovich, Dvora Toledano-Kitai
- Format
- Hardcover
- Published
- Jul 30, 2014
- ISBN-13
- 9783642547850
- Pages
- 251
- Printing
- Printed on demand
Randomized Algorithms in Automatic Control and Data Mining (Intelligent Systems Reference Library #67) in bulk: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 49 | $96.79 | 12% off list |
| 50 – 99 | $95.69 | 13% off list |
| 100+ | $94.59 | 14% off list |
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