Kniha Randomized Algorithms in Automatic Control and Data Mining Oleg Granichin

Randomized Algorithms in Automatic Control and Data Mining

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286
In the fields of data mining and control, the huge amount of unstructured data and the presence of u...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
251
EAN
9783662522912
ISBN
3662522918
Enbook ID
14277955
Hmotnost
4219
Rozměry
155 x 15 x 16

Kompletní popis

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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