Verification and Synthesis Using Real Quantifier Elimination

被引:0
作者
Sturm, Thomas [1 ]
Tiwari, Ashish [1 ]
机构
[1] Max Planck Inst Informat, D-66123 Saarbrucken, Germany
来源
ISSAC 2011: PROCEEDINGS OF THE 36TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND ALGEBRAIC COMPUTATION | 2011年
基金
美国国家科学基金会;
关键词
Formal verification; Safety; Stability; Lyapunov; functions; Inductive invariants; Controller synthesis; CYLINDRICAL ALGEBRAIC DECOMPOSITION; COMPLEXITY; REACHABILITY;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We present the application of real quantifier elimination to formal verification and synthesis of continuous and switched dynamical systems. Through a series of case studies, we show how first-order formulas over the reals arise when formally analyzing models of complex control systems. Existing off-the-shelf quantifier elimination procedures are not successful in eliminating quantifiers from many of our benchmarks. We therefore automatically combine three established software components: virtual subtitution based quantifier elimination in Reduce/Redlog, cylindrical algebraic decomposition implemented in Qepcad, and the simplifier Slfq implemented on top of Qepcad. We use this combination to successfully analyze various models of systems including adaptive cruise control in automobiles, adaptive flight control system, and the classical inverted pendulum problem studied in control theory.
引用
收藏
页码:329 / 336
页数:8
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