English

Operator Splitting Methods for Numerical Solutions of Ordinary Differential Equations

Numerical Analysis 2025-12-17 v2 Numerical Analysis Dynamical Systems

Abstract

We study operator-splitting schemes for approximating Koopman generators of linear semigroups induced by nonlinear flows, a framework originating with Dorroh and Neuberger. Building on ideas of Lie, Kowalewski, and Gr\"{o}bner, we analyze the Koopman semigroup generated by the Lie-Koopman operator and exploit decompositions of this operator into finitely many components to construct Lie-Trotter, Strang, and higher-order compositions with explicit error bounds. A bi-continuous Chernoff extension guarantees well-posedness and contraction of the splitting operators. Numerical experiments on Lotka-Volterra, Van der Pol, and Lorenz systems validate the theory and demonstrate efficiency via work-precision comparisons. The algorithms remain conceptually simple, relying on coordinate freezing combined with one-dimensional solves, which reflects the classical separation-of-variables principle.

Keywords

Cite

@article{arxiv.2506.17524,
  title  = {Operator Splitting Methods for Numerical Solutions of Ordinary Differential Equations},
  author = {A. Banjara and I. AlJabea and T. Papamarkou and F. Neubrander},
  journal= {arXiv preprint arXiv:2506.17524},
  year   = {2025}
}
R2 v1 2026-07-01T03:27:33.186Z