Reachability analysis of probabilistic systems by successive refinements (2001)
| Venue: | Proc. 1st Joint International Workshop on Process Algebra and Probabilistic Methods, Performance Modeling and Veri (PAPM/PROBMIV'01), volume 2165 of LNCS |
| Citations: | 39 - 1 self |
BibTeX
@INPROCEEDINGS{D'argenio01reachabilityanalysis,
author = {Pedro R. D'argenio and Henrik E. Jensen and Kim G. Larsen},
title = {Reachability analysis of probabilistic systems by successive refinements},
booktitle = {Proc. 1st Joint International Workshop on Process Algebra and Probabilistic Methods, Performance Modeling and Veri (PAPM/PROBMIV'01), volume 2165 of LNCS},
year = {2001},
pages = {39--56},
publisher = {Springer}
}
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Abstract
Abstract. We report on a novel development to model check quantitative reachability properties on Markov decision processes together with its prototype implementation. The innovation of the technique is that the analysis is performed on an abstraction of the model under analysis. Such an abstraction is significantly smaller than the original model and may safely refute or accept the required property. Otherwise, the abstraction is refined and the process repeated. As the numerical analysis necessary to determine the validity of the property is more costly than the refinement process, the technique profits from applying such numerical analysis on smaller state spaces.
