Calafiore, Giuseppe
Randomized Algorithms for Analysis and Control of Uncertain Systems
1. Overview
2. Elements of Probability Theory
3. Uncertain Linear Systems and Robustness
4. Linear Robust Control Design
5. Some Limits of the Robustness Paradigm
6. Probabilistic Methods for Robustness
7. Monte Carlo Methods
8. Randomized Algorithms in Systems and Control
9. Probability Inequalities
10. Statistical Learning Theory and Control Design
11. Sequential Algorithms for Probabilistic Robust Design
12. Sequential Algorithms for LPV Systems
13. Scenario Approach for Probabilistic Robust Design
14. Random Number and Variate Generation
15. Statistical Theory of Radial Random Vectors
16. Vector Randomization Methods
17. Statistical Theory of Radial Random Matrices
18. Matrix Randomization Methods
19. Applications of Randomized Algorithms
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- Author(s)
- Calafiore, Giuseppe
- Dabbene, Fabrizio
- Tempo, Roberto
- Publisher
- Springer
- Publication year
- 2005
- Language
- en
- Edition
- 1
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9781846280528