mlsanityData to 14 Oct 2026

PRoTECT: Parallelized Construction of Safety Barrier Certificates for Nonlinear Polynomial Systems

arXiv 2404.14804 ↗First posted 23 Apr 2024eess.SY cs.SYcited by 3

Not on the map. Why?

Abstract (arXiv)

We develop an open-source software tool, called PRoTECT, for the parallelized construction of safety barrier certificates (BCs) for nonlinear polynomial systems. This tool employs sum-of-squares (SOS) optimization programs to systematically search for polynomial-type BCs, while aiming to verify safety properties over four classes of dynamical systems: (i) discrete-time stochastic systems, (ii) discrete-time deterministic systems, (iii) continuous-time stochastic systems, and (iv) continuous-time deterministic systems. PRoTECT is implemented in Python as an application programming interface (API), offering users the flexibility to interact either through its user-friendly graphic user interface (GUI) or via function calls from other Python programs. PRoTECT leverages parallelism across different barrier degrees to efficiently search for a feasible BC.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 23 Apr 2024.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 1; 2026: 2.

3 papers.