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Erschienen in:
2007 | OriginalPaper | Buchkapitel
Comparing Forward and Backward Reachability as Tools for Safety Analysis
verfasst von : Ian M. Mitchell
Erschienen in: Hybrid Systems: Computation and Control
Verlag: Springer Berlin Heidelberg
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Using only the existence and uniqueness of trajectories for a generic dynamic system with inputs, we define and examine eight types of forward and backward reachability constructs. If the input is treated in a worst-case fashion, any forward or backward reach set or tube can be used for safety analysis, but if the input is treated in a best-case fashion only the backward reach tube always provides the correct results. Fortunately, forward and backward algorithms can be exchanged if well-posed reverse time trajectories can be defined. Unfortunately, backward reachability constructs are more likely to suffer from numerical stability issues, especially in systems with significant contraction—the very systems where forward simulation and reachability are most effective.