Randomized Algorithms in Automatic Control and Data Mining

• Main Authors: Granichin, Oleg (Author), Volkovich, Zeev (Vladimir) (Author), Toledano-Kitai, Dvora (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Series: Intelligent Systems Reference Library, 67
• Subjects: Engineering.; Data mining.; Computational intelligence.; Control engineering.; Computational Intelligence.; Control.; Data Mining and Knowledge Discovery.

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 algorit...