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Decidability of the Reachability for a Family of Linear Vector Fields
Gan, Ting ; Chen, Mingshuai ; Dai, Liyun ; Xia, Bican ; Zhan, Naijun
2015
关键词Tarski&apos Polynomial-exponential function Reachability Real root isolation Cylindrical Algebraic Decomposition (CAD) CYLINDRICAL ALGEBRAIC DECOMPOSITION QUANTIFIER ELIMINATION HYBRID SYSTEMS IMPROVED PROJECTION AUTOMATA s algebra
英文摘要The reachability problem is one of the most important issues in the verification of hybrid systems. Computing the reachable sets of differential equations is difficult, although computing the reachable sets of finite state machines is well developed. Hence, it is not surprising that the reachability of most of hybrid systems is undecidable. In this paper, we identify a family of vector fields and show its reachability problem is decidable. The family consists of all vector fields whose state parts are linear, while input parts are non-linear, possibly with exponential expressions. Such vector fields are commonly used in practice. To the best of our knowledge, the family is one of the most expressive families of vector fields with a decidable reachability problem. The decidability is achieved by proving the decidability of the extension of Tarski's algebra with some specific exponential functions, which has been proved in [21,22] due to Strzebonski. In this paper, we propose another decision procedure, which is more efficient when all constraints are open sets. The experimental results indicate the efficiency of our approach, even better than existing approaches based on approximation and numeric computation in general.; EI; CPCI-S(ISTP); gant@pku.edu.cn; chenms@ios.ac.cn; dailiyun@pku.edu.cn; xbc@pku.edu.cn; znj@ios.ac.cn; 482-499; 9364
语种英语
出处EI ; SCI
出版者AUTOMATED TECHNOLOGY FOR VERIFICATION AND ANALYSIS, ATVA 2015
内容类型其他
源URL[http://hdl.handle.net/20.500.11897/436914]  
专题数学科学学院
推荐引用方式
GB/T 7714
Gan, Ting,Chen, Mingshuai,Dai, Liyun,et al. Decidability of the Reachability for a Family of Linear Vector Fields. 2015-01-01.
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