Axiomatization of Compact Initial Value Problems: Open Properties

October 17, 2024 ยท The Ethereal ยท ๐Ÿ› Journal of the ACM

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Andrรฉ Platzer, Long Qian arXiv ID 2410.13836 Category cs.LO: Logic in CS Cross-listed cs.PL, math.LO Citations 2 Venue Journal of the ACM Last Checked 5 months ago
Abstract
This article proves the completeness of an axiomatization for initial value problems (IVPs) with compact initial conditions and compact time horizons for bounded open safety, open liveness and existence properties. Completeness systematically reduces the proofs of these properties to a complete axiomatization for differential equation invariants. This result unifies symbolic logic and numerical analysis by a computable procedure that generates symbolic proofs with differential invariants for rigorous error bounds of numerical solutions to polynomial initial value problems. The procedure is modular and works for all polynomial IVPs with rational coefficients and initial conditions and symbolic parameters constrained to compact sets. Furthermore, this paper discusses generalizations to IVPs with initial conditions/symbolic parameters that are not necessarily constrained to compact sets, achieved through the derivation of fully symbolic axioms/proof-rules based on the axiomatization.
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