2021
DOI: 10.1098/rspa.2020.0957
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Semi-martingale driven variational principles

Abstract: Spearheaded by the recent efforts to derive stochastic geophysical fluid dynamics models, we present a general framework for introducing stochasticity into variational principles through the concept of a semi-martingale driven variational principle and constraining the component variables to be compatible with the driving semi-martingale. Within this framework and the corresponding choice of constraints, the Euler–Poincaré equation can be easily deduced. We show that the deterministic theory is a special case … Show more

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Cited by 30 publications
(22 citation statements)
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“…After this introduction of this stochastic transport constraint, the action integral becomes a semimartingale driven variational principle. 53 Consequently, the pressure Lagrange multiplier must be compatible with the noise introduced in the advection. This is required because one cannot enforce a variable in a stochastic system to remain constant without also requiring the Lagrange multiplier to also be a semimartingale, to control both the deterministic part of the system as well as the random fluctuations.…”
Section: Stochastic Advection By Lie Transport (Salt)mentioning
confidence: 99%
See 1 more Smart Citation
“…After this introduction of this stochastic transport constraint, the action integral becomes a semimartingale driven variational principle. 53 Consequently, the pressure Lagrange multiplier must be compatible with the noise introduced in the advection. This is required because one cannot enforce a variable in a stochastic system to remain constant without also requiring the Lagrange multiplier to also be a semimartingale, to control both the deterministic part of the system as well as the random fluctuations.…”
Section: Stochastic Advection By Lie Transport (Salt)mentioning
confidence: 99%
“…For models where we are considering incompressible flow, the pressure must act as a Lagrange multiplier to enforce the advected quantity D, the volume element, to be constant. More specifically, the advection constraint enforces that the advected quantities obey a stochastic partial differential equation given by false(normald+Lnormaldxtfalse)q:=dq+scriptLboldûqdt+iscriptLtrueξiqdWti=0,where the vector field boldû has been perturbed in the following way: dbold-italicxt=trueûdt+iboldξidWti.After this introduction of this stochastic transport constraint, the action integral becomes a semimartingale driven variational principle 53 . Consequently, the pressure Lagrange multiplier must be compatible with the noise introduced in the advection.…”
Section: Stochastic Wave Modellingmentioning
confidence: 99%
“…The action integral is, after the introduction of the stochastic transport constraint, thus in the form of a semi-martingale driven variational principle [47] and thus the pressure constraint must be compatible with the noise introduced in the advection. This is since one cannot enforce a variable in a stochastic system to remain constant without the Lagrange multiplier controlling both the deterministic part of the system as well as the random fluctuations.…”
Section: Jpψ Qqmentioning
confidence: 99%
“…The well-posedness of the Euler fluid version of the Euler-Poincaré SALT equations in three dimensions was established in [16] for initial conditions in appropriate Sobolev spaces. The mathematical framework of semimartingale-driven stochastic variational principles was established in [65].…”
Section: Plan Of the Papermentioning
confidence: 99%
“…The symbol d in (2.6) abbreviates stochastic time integrations. The action integral S in (2.6) is defined in the framework of variational principles with semimartingale constraints which was established in [65]. As we shall see below, the semimartingale nature of a Lagrange multiplier which imposes one of these semimartingale constraints emerges in the context of the full system of equations, which is obtained after the variations have been taken.…”
Section: Stochastic Semidirect-product Coadjoint Fluid Motion With Sa...mentioning
confidence: 99%