Backward error analysis for numerical integrators

Authors
Citation
S. Reich, Backward error analysis for numerical integrators, SIAM J NUM, 36(5), 1999, pp. 1549-1570
Citations number
41
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON NUMERICAL ANALYSIS
ISSN journal
00361429 → ACNP
Volume
36
Issue
5
Year of publication
1999
Pages
1549 - 1570
Database
ISI
SICI code
0036-1429(19990908)36:5<1549:BEAFNI>2.0.ZU;2-O
Abstract
Backward error analysis has become an important tool for understanding the long time behavior of numerical integration methods. This is true in partic ular for the integration of Hamiltonian systems where backward error analys is can be used to show that a symplectic method will conserve energy over e xponentially long periods of time. Such results are typically based on two aspects of backward error analysis: (i) It can be shown that the modified v ector fields have some qualitative properties which they share with the giv en problem and (ii) an estimate is given for the difference between the bes t interpolating vector field and the numerical method. These aspects have b een investigated recently, for example, by Benettin and Giorgilli in [J. St atist. Phys., 74 (1994), pp. 1117-1143], by Hairer in [Ann. Numer. Math., 1 (1994), pp. 107-132], and by Hairer and Lubich in [Numer. Math., 76 (1997) , pp. 441-462]. In this paper we aim at providing a unifying framework and a simplification of the existing results and corresponding proofs. Our appr oach to backward error analysis is based on a simple recursive definition o f the modified vector fields that does not require explicit Taylor series e xpansion of the numerical method and the corresponding flow maps as in the above-cited works. As an application we discuss the long time integration o f chaotic Hamiltonian systems and the approximation of time averages along numerically computed trajectories.