High-order symplectic Lie group methods on $SO(n)$ using the polar decomposition
Xuefeng Shen, Khoa Tran, Melvin Leok

TL;DR
This paper introduces high-order variational integrators on $SO(n)$ using polar decomposition, avoiding second derivatives of the exponential map, and demonstrates improved structure preservation and energy behavior in numerical simulations.
Contribution
It develops a novel high-order variational integrator on $SO(n)$ based on polar decomposition, enhancing structure preservation and computational efficiency.
Findings
Comparable efficiency to variational Runge--Kutta--Munthe-Kaas methods
Better preservation of Lie group structure
Improved near energy conservation
Abstract
A variational integrator of arbitrarily high-order on the special orthogonal group is constructed using the polar decomposition and the constrained Galerkin method. It has the advantage of avoiding the second-order derivative of the exponential map that arises in traditional Lie group variational methods. In addition, a reduced Lie--Poisson integrator is constructed and the resulting algorithms can naturally be implemented by fixed-point iteration. The proposed methods are validated by numerical simulations on which demonstrate that they are comparable to variational Runge--Kutta--Munthe-Kaas methods in terms of computational efficiency. However, the methods we have proposed preserve the Lie group structure much more accurately and and exhibit better near energy preservation.
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Taxonomy
TopicsNumerical methods for differential equations · Advanced Numerical Methods in Computational Mathematics · Model Reduction and Neural Networks
