English

A Lanczos-like method for non-autonomous linear ordinary differential equations

Numerical Analysis 2022-06-28 v5 Numerical Analysis Classical Analysis and ODEs

Abstract

The time-ordered exponential is defined as the function that solves a system of coupled first-order linear differential equations with generally non-constant coefficients. In spite of being at the heart of much system dynamics, control theory, and model reduction problems, the time-ordered exponential function remains elusively difficult to evaluate. The *-Lanczos algorithm is a (symbolic) algorithm capable of evaluating it by producing a tridiagonalization of the original differential system. In this paper, we explain how the *-Lanczos algorithm is built from a generalization of Krylov subspaces, and we prove crucial properties, such as the matching moment property. A strategy for its numerical implementation is also outlined and will be subject of future investigation.

Keywords

Cite

@article{arxiv.1909.03437,
  title  = {A Lanczos-like method for non-autonomous linear ordinary differential equations},
  author = {Pierre-Louis Giscard and Stefano Pozza},
  journal= {arXiv preprint arXiv:1909.03437},
  year   = {2022}
}
R2 v1 2026-06-23T11:08:53.729Z