Bounds for Elimination of Unknowns in Systems of Differential-Algebraic Equations

Alexey Ovchinnikov, Gleb Pogudin, Thieu N. Vo

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4 Citations (SciVal)

Abstract

Elimination of unknowns in systems of equations, starting with Gaussian elimination, is a problem of general interest. The problem of finding an a priori upper bound for the number of differentiations in elimination of unknowns in a system of differential-algebraic equations (DAEs) is an important challenge, going back to Ritt (1932). The first characterization of this via an asymptotic analysis is due to Grigoriev's result (1989) on quantifier elimination in differential fields, but the challenge still remained. In this paper, we present a new bound, which is a major improvement over the previously known results. We also present a new lower bound, which shows asymptotic tightness of our upper bound in low dimensions, which are frequently occurring in applications. Finally, we discuss applications of our results to designing new algorithms for elimination of unknowns in systems of DAEs.

Original languageEnglish
Pages (from-to)12342-12377
Number of pages36
JournalInternational Mathematics Research Notices
Volume2022
Issue number16
Early online date22 Apr 2021
DOIs
Publication statusPublished - 1 Aug 2022

Bibliographical note

Publisher Copyright:
© 2021 The Author(s). Published by Oxford University Press. All rights reserved.

ASJC Scopus subject areas

  • General Mathematics

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