Randomized Algorithms in Automatic Control and Data Mining

Oleg Granichin (u. a.)

ISBN 10: 3662522918 ISBN 13: 9783662522912

Edit� par Springer, 2016

Neuf(s) Taschenbuch

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Synopsis :

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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Titre : Randomized Algorithms in Automatic Control ...
�diteur : Springer
Date d'�dition : 2016
Reliure : Taschenbuch
Etat : Neu

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Randomized Algorithms in Automatic Control and Data Mining (eng)

Granichin, Oleg

Edit� par Springer, 2016

ISBN 10 : 3662522918 ISBN 13 : 9783662522912

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Randomized Algorithms in Automatic Control and Data Mining

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

Edit� par Springer Berlin Heidelberg, 2016

ISBN 10 : 3662522918 ISBN 13 : 9783662522912

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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Latest research on Randomized Algorithms in Automatic Control and Data MiningProvides basic knowledge in Data Mining, Control Theory, Pattern Recognition and Randomized AlgorithmsWritten by leading experts in the fieldRandomized alg. N� de r�f. du vendeur 449138601

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Randomized Algorithms in Automatic Control and Data Mining

Oleg Granichin

Edit� par Springer, Springer Sep 2016, 2016

ISBN 10 : 3662522918 ISBN 13 : 9783662522912

Neuf Taschenbuch

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 276 pp. Englisch. N� de r�f. du vendeur 9783662522912

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Randomized Algorithms in Automatic Control and Data Mining

Oleg Granichin

Edit� par Springer Berlin Heidelberg, 2016

ISBN 10 : 3662522918 ISBN 13 : 9783662522912

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783662522912

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Randomized Algorithms in Automatic Control and Data Mining

Oleg Granichin

Edit� par Springer Berlin Heidelberg Sep 2016, 2016

ISBN 10 : 3662522918 ISBN 13 : 9783662522912

Neuf Taschenbuch

impression � la demande

Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. 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. N� de r�f. du vendeur 9783662522912

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