| Presentation | 2015-01-27 Statistical Model Checking of Hybrid Systems Using Interval Analysis Daisuke ISHII, Naoki YONEZAKI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Statistical model checking methods draw attention as a practical verification method for hybrid systems. In this research, we propose a statistical model checking method based on interval analysis. Given a probabilistic verification problem described by a hybrid automaton and a temporal logic formula, the proposed method performs a number of interval-based simulations randomly and decides the problem in a statistical manner. We describe (i) an interval method that computes a trajectory of probabilistic hybrid systems and decides the satisfiability of a temporal logic formula, and (ii) a statistical evaluation scheme using hypothesis testing. In the experiments, we show that the proposed method provides a reliable tool for statistical model checking. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Interval analysis / hybrid systems / statistical model checking |
| Paper # | MSS2014-80,SS2014-44 |
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| Conference Information | |
| Committee | MSS |
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| Conference Date | 2015/1/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Mathematical Systems Science and its applications(MSS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Statistical Model Checking of Hybrid Systems Using Interval Analysis |
| Sub Title (in English) | |
| Keyword(1) | Interval analysis |
| Keyword(2) | hybrid systems |
| Keyword(3) | statistical model checking |
| 1st Author's Name | Daisuke ISHII |
| 1st Author's Affiliation | Tokyo Institute of Technology() |
| 2nd Author's Name | Naoki YONEZAKI |
| 2nd Author's Affiliation | Tokyo Institute of Technology |
| Date | 2015-01-27 |
| Paper # | MSS2014-80,SS2014-44 |
| Volume (vol) | vol.114 |
| Number (no) | 415 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |