Using aromas to search for preserved measures and integrals in Kahan's method

09/02/2022
by   Geir Bogfjellmo, et al.
0

The numerical method of Kahan applied to quadratic differential equations is known to often generate integrable maps in low dimensions and can in more general situations exhibit preserved measures and integrals. Computerized methods based on discrete Darboux polynomials have recently been used for finding these measures and integrals. However, if the differential system contains many parameters, this approach can lead to highly complex results that can be difficult to interpret and analyze. But this complexity can in some cases be substantially reduced by using aromatic series. These are a mathematical tool introduced independently by Chartier and Murua and by Iserles, Quispel and Tse. We develop an algorithm for this purpose and derive some necessary conditions for the Kahan map to have preserved measures and integrals expressible in terms of aromatic functions. An important reason for the success of this method lies in the equivariance of the map from vector fields to their aromatic funtions. We demonstrate the algorithm on a number of examples showing a great reduction in complexity compared to what had been obtained by a fixed basis such as monomials.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/22/2022

Numerical solution of fractional Fredholm integro-differential equations by spectral method with fractional basis functions

This paper presents an efficient spectral method for solving the fractio...
research
09/25/2022

Reduced basis stochastic Galerkin methods for partial differential equations with random inputs

We present a reduced basis stochastic Galerkin method for partial differ...
research
04/13/2021

Deducing properties of ODEs from their discretization

We show that some hard to detect properties of quadratic ODEs (eg certai...
research
04/03/2019

Tropical Differential Groebner Basis

In this paper, the tropical differential Gröbner basis is studied, which...
research
07/10/2023

(Empirical) Gramian-based dimension reduction for stochastic differential equations driven by fractional Brownian motion

In this paper, we investigate large-scale linear systems driven by a fra...
research
05/23/2021

On the preservation of second integrals by Runge-Kutta methods

One can elucidate integrability properties of ordinary differential equa...

Please sign up or login with your details

Forgot password? Click here to reset