Aromatic Butcher Series
Numerical Analysis
2016-02-24 v4 Representation Theory
Abstract
We show that without other further assumption than affine equivariance and locality, a numerical integrator has an expansion in a generalized form of Butcher series (B-series) which we call aromatic B-series. We obtain an explicit description of aromatic B-series in terms of elementary differentials associated to aromatic trees, which are directed graphs generalizing trees. We also define a new class of integrators, the class of aromatic Runge-Kutta methods, that extends the class of Runge-Kutta methods, and have aromatic B-series expansion but are not B-series methods. Finally, those results are partially extended to the case of more general affine group equivariance.
Cite
@article{arxiv.1308.5824,
title = {Aromatic Butcher Series},
author = {Hans Munthe-Kaas and Olivier Verdier},
journal= {arXiv preprint arXiv:1308.5824},
year = {2016}
}