Stochastic Reachability Analysis of Hybrid Systems
Stochastic reachability analysis (SRA) is a method of analyzing the behavior of control systems which mix discrete and continuous dynamics. For probabilistic discrete systems it has been shown to be a practical verification method but for stochastic hybrid systems it can be rather more. As a verific...
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| Format: | eBook |
| Language: | English |
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London
Springer London
2012, 2012
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| Edition: | 1st ed. 2012 |
| Series: | Communications and Control Engineering
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| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- The Need for Interdisciplinarity in Modern Systems Engineering
- Markov Models
- Randomness Issues when Modeling Hybrid Systems
- Stochastic Hybrid Systems
- Reachability Analysis for Deterministic Hybrid Systems
- Stochastic Reachability Problems
- Different Methodologies for Stochastic Reachability
- Stochastic Reachability Based on Markov Process Theory
- Martingale Methods
- Stochastic Reachability as an Optimal Stopping Problem
- Dynamic Programming Approach to Stochastic Reachability
- Applications to Autonomous Systems
- Applications of Stochastic Reachability in Air-traffic Management