عنوان

Randomized algorithms for analysis and control of uncertain systems

شابک

1447146093

شابک

9781447146094

شابک اشتباه

9781447146100

شماره

b402511

عنوان اصلي

Randomized algorithms for analysis and control of uncertain systems

نام عام مواد

[Book]

ساير اطلاعات عنواني

with applications /

نام نخستين پديدآور

Roberto Tempo, Giuseppe Calafiore, Fabrizio Dabbene.

وضعيت ويراست

Second Edition.

محل نشرو پخش و غیره

London :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2013]

عنوان فروست

Communications and control engineering,

شاپا ي ISSN فروست

0178-5354

متن يادداشت

Includes bibliographical references (pages 337-352) and index.

متن يادداشت

1. Overview -- 2. Elements of probability theory -- 3. Uncertain linear systems -- 4. Linear robust control design -- 5. Limits of the robustness paradigm -- 6. Probabilistic methods for uncertain systems -- 7. Monte Carlo methods -- 8. Probability inequalities -- 9. Statistical learning theory -- 10. Randomized algorithms in systems and control -- 11. Sequential methods for probabilistic design -- 12. Scenario approach to probabilistic design -- 13. Learning-based probabilistic design -- 14. Random number and variate generation -- 15. Statistical theory of random vectors -- 16. Vector randomization methods -- 17. Statistical theory of random matrices -- 18. Matrix randomization methods -- 19. Applications of randomized algorithms.

بدون عنوان

0

متن يادداشت

"The presence of uncertainty in a system description has always been a critical issue in control. The main objective of Randomized Algorithms for Analysis and Control of Uncertain Systems, with Applications (Second Edition) is to introduce the reader to the fundamentals of probabilistic methods in the analysis and design of systems subject to deterministic and stochastic uncertainty. The approach propounded by this text guarantees a reduction in the computational complexity of classical control algorithms and in the conservativeness of standard robust control techniques. The second edition has been thoroughly updated to reflect recent research and new applications with chapters on statistical learning theory, sequential methods for control and the scenario approach being completely rewritten."--

موضوع مستند نشده

Algorithms.

موضوع مستند نشده

Control theory.

موضوع مستند نشده

Stochastic processes.

موضوع مستند نشده

System analysis.

مستند نام اشخاص تاييد نشده

Tempo, R.

مستند نام اشخاص تاييد نشده

Calafiore, Giuseppe,1969-

مستند نام اشخاص تاييد نشده

Dabbene, Fabrizio,1968-

مستند نام تنالگان تاييد نشده

SpringerLink (Online service).

تاريخ عمليات

20190307161400.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y