Randomized Algorithms for Analysis and Control of Uncertain Systems : With Applications /
| Main Authors: | , , |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
London :
Springer London : Imprint: Springer,
2013.
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| Edition: | 2nd ed. 2013. |
| Series: | Communications and Control Engineering,
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| Subjects: |
Table of Contents:
- Uncertainty and Robustness
- Probability and Robustness of Uncertain Systems
- Elements of Probability Theory
- Uncertain Linear Systems and Robustness
- Linear Robust Control Design
- Some Limits of the Robustness Paradigm
- Probabilistic Methods for Robustness
- Monte Carlo Methods
- Randomized Algorithms in Systems and Control
- Probability Inequalities
- Statistical Learning Theory and Control Design
- Sequential Algorithms for Probabilistic Robust Design
- Sequential Algorithms for LPV Systems
- Scenario Approach for Probabilistic Robust Design
- Random Number and Variate Generation
- Statistical Theory of Radial Random Vectors
- Vector Randomization Methods
- Statistical Theory of Radial Random Matrices
- Matrix Randomization Methods
- Applications of Randomized Algorithms.