Taming Delays in Dynamical Systems: Unbounded Verification of Delay Differential Equations
Title | Taming Delays in Dynamical Systems: Unbounded Verification of Delay Differential Equations |
Publication Type | Conference Proceedings |
Year of Publication | 2019 |
Authors | Shenghua Feng, Mingshuai Chen, Naijun Zhan, Martin Fränzle, Bai Xue |
Secondary Authors | Isil Dillig, Serdar Tasiran |
Conference Name | 31st International Conference on Computer Aided Verification |
Series Title | Lecture Notes in Computer Science |
Volume | 11561 |
Pagination | 650-669 |
Date Published | 7/18/2019 |
Publisher | Springer |
Conference Location | New York City, NY |
ISBN Number | 978-3-030-25539-8 |
Keywords | bounded temporal horizon, bounded verification techniques, classical stability theory, DDEs, Delay Differential Equations, delay-dependent estimations spectral analysis, delayed coupling, embedded control, Safety, safety verifications, safety-critical domains, state variables, technical dynamic systems, unbounded temporal horizon |
Abstract | Delayed coupling between state variables occurs regularly in technical dynamic systems, especially embedded control. As it consequently is omnipresent in safety-critical domains, there is an increasing interest in the safety verifications of systems modeled by Delay Differential Equations (DDEs). In this paper, we leverage qualitative guarantees for the existence of an exponentially decreasing estimation on the solutions to DDEs as established in classical stability theory, and present a quantitative method for constructing such delay-dependent estimations, thereby facilitating a reduction of the verification problem over an unbounded temporal horizon to a bounded one. Our technique builds on the linearization technique of non-linear dynamics and spectral analysis of the linearized counterparts. We show experimentally on a set of representative benchmarks from the literature that our technique indeed extends the scope of bounded verification techniques to unbounded verification tasks. Moreover our technique is easy to implement and can be combined with any automatic tool dedicated to bounded verification of DDEs. |
URL | https://doi.org/10.1007/978-3-030-25540-4 |
DOI | 10.1007/978-3-030-25540-4 |
Citation Key | DBLP:conf/cav/2019-1 |
- DDEs
- Delay Differential Equations
- state variables
- delayed coupling
- technical dynamic systems
- embedded control
- safety-critical domains
- Safety
- safety verifications
- classical stability theory
- delay-dependent estimations spectral analysis
- bounded verification techniques
- bounded temporal horizon
- unbounded temporal horizon