Brief introduction to Lie-group methods
Arieh Iserles
To appear in proceedings of the Fort Collins workshop on preservation
of stability under discretization (Don Estep & Simon Tavener, eds),
to be published by SIAM
Abstract:
As mathematicians, we are excited by the profundity and
{\ae}sthetic majesty of mathematical concepts. Yet, as numerical
analysts, we cannot escape this elementary test: how much does a given
construct, beautiful as it might be, help us to elucidate the nature of
the computational phenomenon that we happen to investigate? Nothing
can be taken for granted without justification and, by the same token,
nothing that furthers our understanding can be discarded.
Lie groups have played for more than a century a decisive role in our
understanding of the geometry of differential equations. Their
theory is extensive, deep and beautiful. It is the contention of this
paper that the concept of Lie groups, within the wider terminology and
machinery of differential geometry, is very helpful indeed in devising
and analysing superior methods to discretise continuous dynamical
systems. By sharing geometric structure and invariants with the
original differential system, these methods are more accurate, more
stable and occasionally cheaper for a significant range of
differential problems.
Submitted by ai@damtp.cam.ac.uk Fri, 21 Sep 2001
Email of author:
ai@damtp.cam.ac.uk
URL of author:
http://www.damtp.cam.ac.uk/user/ai
Download:
2001-011