Informace o publikaci
Early Validation of High-Level System Requirements with Event Calculus and Answer Set Programming
| Autoři | |
|---|---|
| Rok publikování | 2024 |
| Druh | Článek ve sborníku |
| Konference | Theory and Practice of Logic Programming, Volume 24 Issue 4: 40th International Conference On Logic Programming Special Issue |
| Fakulta / Pracoviště MU | |
| Citace | |
| www | Extended version of the paper available at arXiv. |
| Doi | https://doi.org/10.1017/S1471068424000280 |
| Klíčová slova | requirements validation; event calculus; answer set programming; s(CASP) |
| Popis | This paper proposes a new methodology for early validation of high-level requirements on cyber-physical systems with the aim of improving their quality and, thus, lowering chances of specification errors propagating into later stages of development where it is much more expensive to fix them. The paper presents a transformation of a real-world requirements specification of a medical device-the Patient-Controlled Analgesia (PCA) Pump-into an Event Calculus model that is then evaluated using Answer Set Programming and the s(CASP) system. The evaluation under s(CASP) allowed deductive as well as abductive reasoning about the specified functionality of the PCA pump on the conceptual level with minimal implementation or design dependent influences and led to fully automatically detected nuanced violations of critical safety properties. Further, the paper discusses scalability and non-termination challenges that had to be faced in the evaluation and techniques proposed to (partially) solve them. Finally, ideas for improving s(CASP) to overcome its evaluation limitations that still persist as well as to increase its expressiveness are presented. |