Randomized Algorithms in Automatic Control and Data Mining (Hardback)
Hardback or Cased Book 251 pages Jul 30, 2014
(No reviews yet)
Write a Review
Write a Review
Springer
Randomized Algorithms in Automatic Control and Data Mining (Hardback)
Millions of titlesEvery book you're looking for
Carbon-neutral shippingFree on orders over $39.99
Fast shipping worldwideDelivered to your door
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.
- Author:
- Oleg Granichin
- Publisher:
- Springer
- Publication Date:
- Jul 30, 2014
- Number of pages:
- 251 pages
- Binding:
- Hardback or Cased Book
- ISBN-10:
- 3642547850
- ISBN-13:
- 9783642547850