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Books > Computing & IT > Applications of computing > Artificial intelligence
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Randomized Algorithms in Automatic Control and Data Mining (Hardcover, 2015 ed.)
Loot Price: R3,586
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Randomized Algorithms in Automatic Control and Data Mining (Hardcover, 2015 ed.)
Series: Intelligent Systems Reference Library, 67
Expected to ship within 12 - 19 working days
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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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