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Trace Abstraction Refinement for Solving Horn Clauses
Wang, WF; Jiao, L
2016
发表期刊COMPUTER JOURNAL
ISSN0010-4620
卷号59期号:8页码:1236-1251
摘要Horn clauses can be used in many areas such as logic programming, artificial intelligence and formal methods. Horn clause solving is closely related to program verification. On the one hand, program verification tasks can be translated to Horn clause solving problems. On the other hand, Horn clause solving tasks can be accomplished using some of the program verification techniques. As a result, Horn clauses can be used as an intermediate language in program verification, decoupling the verification algorithms from the details of the specific programming languages. In this article, we propose a novel method for solving Horn clauses, which is inspired by a program verification method called trace abstraction refinement. In our method, solvability of Horn clauses is verified by alternatively analyzing its unfoldings and constructing and manipulating tree automata. Since Horn clauses can serve as an intermediate language for program verification, our method generalizes the original trace abstraction refinement algorithm, making it easier to be used for various program verification tasks. We illustrate some of the existing works on how to reduce safety verification tasks of multithreaded programs and programs with procedures to Horn clause solving problems. Preliminary experimental results are reported.; Horn clauses can be used in many areas such as logic programming, artificial intelligence and formal methods. Horn clause solving is closely related to program verification. On the one hand, program verification tasks can be translated to Horn clause solving problems. On the other hand, Horn clause solving tasks can be accomplished using some of the program verification techniques. As a result, Horn clauses can be used as an intermediate language in program verification, decoupling the verification algorithms from the details of the specific programming languages. In this article, we propose a novel method for solving Horn clauses, which is inspired by a program verification method called trace abstraction refinement. In our method, solvability of Horn clauses is verified by alternatively analyzing its unfoldings and constructing and manipulating tree automata. Since Horn clauses can serve as an intermediate language for program verification, our method generalizes the original trace abstraction refinement algorithm, making it easier to be used for various program verification tasks. We illustrate some of the existing works on how to reduce safety verification tasks of multithreaded programs and programs with procedures to Horn clause solving problems. Preliminary experimental results are reported.
收录类别SCI
关键词Horn Clauses Trace Abstraction Refinement Program Verification Solvability
部门归属Chinese Acad Sci, Inst Software, State Key Lab Comp Sci, 4 South Fourth St, Beijing 100190, Peoples R China.
语种英语
WOS记录号WOS:000384669900010
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
内容类型期刊论文
URI标识http://ir.iscas.ac.cn/handle/311060/17311
专题中国科学院软件研究所
推荐引用方式
GB/T 7714
Wang, WF,Jiao, L. Trace Abstraction Refinement for Solving Horn Clauses[J]. COMPUTER JOURNAL,2016,59(8):1236-1251.
APA Wang, WF,&Jiao, L.(2016).Trace Abstraction Refinement for Solving Horn Clauses.COMPUTER JOURNAL,59(8),1236-1251.
MLA Wang, WF,et al."Trace Abstraction Refinement for Solving Horn Clauses".COMPUTER JOURNAL 59.8(2016):1236-1251.
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