On algebraic structures of numerical integration on vector spaces and manifolds
Alexander Lundervold, Hans Z. Munthe-Kaas

TL;DR
This paper surveys various algebraic structures like pre-Lie, post-Lie, and Hopf algebras that underpin numerical integration methods on vector spaces and manifolds, highlighting their applications in structure-preserving algorithms and geometric integration.
Contribution
It provides a comprehensive overview of algebraic frameworks used in numerical analysis of integration algorithms on manifolds and vector spaces, emphasizing recent developments.
Findings
Pre-Lie structures relate to flat, torsion-free connections.
Post-Lie and D-algebras analyze flows on manifolds with flat connections.
Non-commutative Bell polynomials appear in non-autonomous flow analysis.
Abstract
Numerical analysis of time-integration algorithms has been applying advanced algebraic techniques for more than fourty years. An explicit description of the group of characters in the Butcher-Connes-Kreimer Hopf algebra first appeared in Butcher's work on composition of integration methods in 1972. In more recent years, the analysis of structure preserving algorithms, geometric integration techniques and integration algorithms on manifolds have motivated the incorporation of other algebraic structures in numerical analysis. In this paper we will survey structures that have found applications within these areas. This includes pre-Lie structures for the geometry of flat and torsion free connections appearing in the analysis of numerical flows on vector spaces. The much more recent post-Lie and D-algebras appear in the analysis of flows on manifolds with flat connections with constant…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
