Könyv Randomized Algorithms in Automatic Control and Data Mining Oleg Granichin

Randomized Algorithms in Automatic Control and Data Mining

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
38 633 Ft
In the fields of data mining and control, the huge amount of unstructured data and the presence of u...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2014
oldal
251
EAN
9783642547850
ISBN
3642547850
Enbook ID
02527431
Súly
576
Méretek
159 x 242 x 20

Teljes leírás

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.§

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