![]() |
![]() |
Your cart is empty |
||
Showing 1 - 2 of 2 matches in All Departments
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.
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.
|
![]() ![]() You may like...
Juvenile Justice Reform and Restorative…
Gordon Bazemore, Mara Schiff
Hardcover
R4,504
Discovery Miles 45 040
Probation - 12 Essential Questions
Fergus McNeill, Ioan Durnescu, …
Hardcover
R1,997
Discovery Miles 19 970
Restorative Justice for Juveniles…
Allison Morris, Gabrielle Maxwell
Hardcover
R3,386
Discovery Miles 33 860
Sex, Crime, Drugs, and Just Plain Stupid…
Christopher Salvatore
Hardcover
R1,521
Discovery Miles 15 210
|