中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Abstraction of elementary hybrid systems by variable transformation

文献类型:会议论文

作者Liu, Jiang1; Zhan, Naijun2; Zhao, Hengjun1; Zou, Liang2
出版日期2015
会议日期June 24, 2015 - June 26, 2015
会议地点Oslo, Norway
DOI10.1007/978-3-319-19249-9_23
页码360-377
通讯作者Zhao, Hengjun
英文摘要Elementary hybrid systems (EHSs) are those hybrid systems (HSs) containing elementary functions such as exp, ln, sin, cos, etc. EHSs are very common in practice, especially in safety-critical domains. Due to the non-polynomial expressions which lead to undecidable arithmetic, verification of EHSs is very hard. Existing approaches based on partition of the state space or overapproximation of reachable sets suffer from state space explosion or inflation of numerical errors. In this paper, we propose a symbolic abstraction approach that reduces EHSs to polynomial hybrid systems (PHSs), by replacing all non-polynomial terms with newly introduced variables. Thus the verification of EHSs is reduced to the one of PHSs, enabling us to apply all the well-established verification techniques and tools for PHSs to EHSs. In this way, it is possible to avoid the limitations of many existing methods. We illustrate the abstraction approach and its application in safety verification of EHSs by several real world examples. © Springer International Publishing Switzerland 2015.
会议录20th International Symposium on Formal Methods, FM 2015
语种英语
电子版国际标准刊号16113349
ISSN号03029743
源URL[http://119.78.100.138/handle/2HOD01W0/4663]  
专题高性能计算应用研究中心
作者单位1.Chongqing Key Lab. of Automated Reasoning and Cognition, Chongqing Institute of Green and Intelligent Technology, CAS, Chongqing, China;
2.State Key Lab. of Computer Science, Institute of Software, CAS, Beijing, China
推荐引用方式
GB/T 7714
Liu, Jiang,Zhan, Naijun,Zhao, Hengjun,et al. Abstraction of elementary hybrid systems by variable transformation[C]. 见:. Oslo, Norway. June 24, 2015 - June 26, 2015.

入库方式: OAI收割

来源:重庆绿色智能技术研究院

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