PRoTECT: Parallel Construction of Barrier Certificates for Safety Verification of Polynomial Systems

We develop an open-source software tool, called PRoTECT, using sum-of-squares (SOS) optimization to search for barrier certificates (BCs) that verify safety properties over four classes of polynomial systems: (i) discrete-time stochastic systems, (ii) discrete-time deterministic systems, (iii) continuous-time stochastic systems, and (iv) continuous-time deterministic systems. PRoTECT is the first software tool that offers stochastic BCs while leveraging parallelism to efficiently search for a feasible BC for different polynomial degrees. PRoTECT is implemented in Python offering both an application programming interface (API) and a user-friendly graphic user interface (GUI).

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Published
2025-05-06
DOI
https://doi.org/10.1145/3716550.3725152
Primary Topic
Formal Methods in Verification
Type
article
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article

PRoTECT: Parallel Construction of Barrier Certificates for Safety Verification of Polynomial Systems

Abolfazl Lavaei, Ben Wooding, Viacheslav Horbanov
Formal Methods in Verification
article

PRoTECT: Parallel Construction of Barrier Certificates for Safety Verification of Polynomial Systems

Abolfazl Lavaei, Ben Wooding, Viacheslav Horbanov
article en

Abstract

We develop an open-source software tool, called PRoTECT, using sum-of-squares (SOS) optimization to search for barrier certificates (BCs) that verify safety properties over four classes of polynomial systems: (i) discrete-time stochastic systems, (ii) discrete-time deterministic systems, (iii) continuous-time stochastic systems, and (iv) continuous-time deterministic systems. PRoTECT is the first software tool that offers stochastic BCs while leveraging parallelism to efficiently search for a feasible BC for different polynomial degrees. PRoTECT is implemented in Python offering both an application programming interface (API) and a user-friendly graphic user interface (GUI).

Newcastle University (GB)
Openalex Percentile: Top 89%
Formal Methods in Verification
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