Helmholtz's inverse problem of the discrete calculus of variations
Lo\"ic Bourdin, Jacky Cresson

TL;DR
This paper derives a discrete Helmholtz condition that characterizes second order finite difference equations with a Lagrangian formulation, providing a comprehensive classification of all such formulations.
Contribution
It introduces a discrete Helmholtz condition and characterizes all second order finite difference equations that admit a Lagrangian formulation.
Findings
Derived the discrete Helmholtz condition for finite difference equations
Characterized all second order difference equations with a Lagrangian formulation
Provided the class of all possible Lagrangian formulations in the discrete setting
Abstract
We derive the discrete version of the classical Helmholtz condition. Precisely, we state a theorem characterizing second order finite differences equations admitting a Lagrangian formulation. Moreover, in the affirmative case, we provide the class of all possible Lagrangian formulations.
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Taxonomy
TopicsNumerical methods for differential equations · Model Reduction and Neural Networks · Advanced Numerical Methods in Computational Mathematics
