Randomized Algorithms for Analysis and Control of Uncertain Systems: With Applications (Communications and Control Engineering) by Roberto Tempo

by R. Tempo

The presence of uncertainty in a system description has always been a critical issue in control. Moving on from earlier stochastic and robust control paradigms, the main objective of this book is to introduce the reader to the fundamentals of probabilistic methods in the analysis and design of uncertain systems. Using so-called randomized algorithms, this emerging area of research guarantees a reduction in the computational complexity of classical robust control algorithms and in the conservativeness of methods like H[subscript [infinity]] control.

Hardcover

First published August 27, 2004