Differential Elimination and Algebraic Invariants of Polynomial Dynamical Systems

Published: 01 Jan 2023, Last Modified: 16 May 2024CoRR 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Invariant sets are a key ingredient for verifying safety and other properties of cyber-physical systems that mix discrete and continuous dynamics. We adapt the elimination-theoretic Rosenfeld-Gr\"{o}bner algorithm to systematically obtain algebraic invariants of polynomial dynamical systems without using Gr\"{o}bner bases or quantifier elimination. We identify totally real varieties as an important class for efficient invariance checking.
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