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Randomized algorithms, Motwani, Rajeev Raghavan, Prabhakar
Название: Randomized Algorithms for Analysis and Control of Uncertain Systems
ISBN: 1852335246 ISBN-13(EAN): 9781852335243
Цена: 8466 р.
Наличие на складе: Нет в наличии.
Описание: Moving on from earlier stochastic and robust control paradigms, this book introduces the fundamentals of probabilistic methods in the analysis and design of
uncertain systems. The use of randomized algorithms, guarantees a reduction in the computational complexity of classical robust control algorithms and in the conservativeness of
methods like H-infinity control. Features include: self-contained treatment explaining randomized algorithms from their genesis in the principle
of probability theory to their use for robust analysis and controller synthesis; comprehensive treatment of sample generation, including consideration of the difficulties involved in
obtaining independent and identically distributed samples; applications in congestion control of high-speed communications networks and the stability of quantized sampled-data
This monograph will be of interest to theorists concerned with robust and optimal control techniques and to all control engineers dealing with system
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