Randomized Algorithms in Automatic Control and Data Mining (Intelligent Systems Reference Library, 67)
Granichin, Oleg; Volkovich, Zeev (Vladimir); Toledano-Kitai, Dvora
ISBN 10: 3662522918 ISBN 13: 9783662522912
Edité par Springer, 2016
Neuf(s)
Couverture souple
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Ria Christie Collections, Uxbridge, Royaume-Uni
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A propos de cet article
Description :
In. N° de réf. du vendeur ria9783662522912_new
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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Détails bibliographiques
Titre : Randomized Algorithms in Automatic Control ...
Éditeur : Springer
Date d'édition : 2016
Reliure : Couverture souple
Etat : New