Helmholtz decomposition: Difference between revisions
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In [[ | In [[vector analysis]], the '''Helmholtz decomposition''' of a [[vector field]] on <math>\scriptstyle \mathbb{R}^3</math> is the writing of the vector field as a sum of two vector fields, one a [[divergence]]-free field and one a [[curl]]-free field. The decomposition is called after the German physiologist and physicist [[Hermann von Helmholtz]] (1821 – 1894). | ||
==Mathematical formulation== | |||
== | The Helmholtz decomposition may be formulated as follows. | ||
A vector field '''F'''('''r''') with <math>\scriptstyle \mathbf{r} \in \mathbb{R}^3</math> can be | Any vector field '''F'''('''r''') that is sufficiently often differentiable and vanishes at infinity can be written as, | ||
:<math> | |||
\mathbf{F} = \boldsymbol{\nabla}\times \mathbf{A} -\boldsymbol{\nabla}\Phi | |||
</math> | |||
with | |||
:<math> | |||
\begin{align} | |||
\mathbf{A}(\mathbf{r}) &= \frac{1}{4\pi} \int \frac{\boldsymbol{\nabla}'\times \mathbf{F}(\mathbf{r}')}{|\mathbf{r}-\mathbf{r}'|} | |||
d^3\mathbf{r}' \\ | |||
\Phi(\mathbf{r}) & = \frac{1}{4\pi} | |||
\int \frac{\boldsymbol{\nabla}'\cdot \mathbf{F}(\mathbf{r}')}{|\mathbf{r}-\mathbf{r}'|} | |||
d^3\mathbf{r}' \\ | |||
\end{align} | |||
</math> | |||
The primed [[nabla]] operator <b>∇</b>' acts on primed coordinates and the unprimed '''∇''' acts on unprimed coordinates. | |||
Note that | |||
:<math> | |||
\boldsymbol{\nabla}\cdot(\boldsymbol{\nabla} \times \mathbf{V}) = 0\quad\hbox{and}\quad \boldsymbol{\nabla}\times (\boldsymbol{\nabla} \Psi) = 0 | |||
</math> | |||
holds for any vector field '''V'''('''r''') and any scalar function Ψ('''r'''). Hence it follows that the first term of '''F''' is divergence-free and the second curl-free. | |||
As a corollary follows that the specification of both the divergence and the curl of a vector field at all points of space gives the field uniquely. | |||
==Decomposition in transverse and longitudinal components== | |||
A vector field '''F'''('''r''') with <math>\scriptstyle \mathbf{r} \in \mathbb{R}^3</math> can be decomposed in a transverse <math>\scriptstyle\mathbf{F}_\perp(\mathbf{r})</math> and longitudinal component <math>\scriptstyle\mathbf{F}_\parallel(\mathbf{r})</math>: | |||
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\boldsymbol{\nabla}\times \mathbf{F}_\parallel(\mathbf{r}) = \mathbf{0}. | \boldsymbol{\nabla}\times \mathbf{F}_\parallel(\mathbf{r}) = \mathbf{0}. | ||
</math> | </math> | ||
Thus, the arbitrary field '''F'''('''r''') can be decomposed in a part that is divergence-free, | Thus, the arbitrary field '''F'''('''r''') can be decomposed in a part that is divergence-free, the transverse component, and a part that is curl-free, the longitudinal component. | ||
===Proof of decomposition=== | ===Proof of decomposition=== | ||
The decomposition is formulated in '''r'''-space. By a [[Fourier transformation]] the decomposition may be formulated in '''k'''-space. This is advantageous because differentiations in '''r'''-space become multiplications in '''k'''-space. We will show that divergence in '''r'''-space becomes an [[inner product]] in '''k'''-space and a curl becomes a [[cross product]]. Thus, we define the mutually inverse Fourier transforms, | The decomposition is formulated in '''r'''-space. By a [[Fourier transformation]] the decomposition may be formulated in '''k'''-space. This is advantageous because differentiations in '''r'''-space become multiplications in '''k'''-space. We will show that divergence in '''r'''-space becomes an [[inner product]] in '''k'''-space and a curl becomes a [[cross product]]. Thus, we define the mutually inverse Fourier transforms, | ||
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</math> | </math> | ||
Hence we have found the required decomposition. | Hence we have found the required decomposition. | ||
== | ==Integral expressions for the transverse and longitudinal components == | ||
We assume that the curl and the divergence of | We assume that the curl and the divergence of the vector field '''F'''('''r''') | ||
:<math> | :<math> | ||
\boldsymbol{\nabla} \times \mathbf{F}(\mathbf{r}) = \boldsymbol{\nabla} \times \mathbf{F}_\perp(\mathbf{r})\quad\hbox{and}\quad\boldsymbol{\nabla} \cdot \mathbf{F}(\mathbf{r}) = \boldsymbol{\nabla} \cdot \mathbf{F}_\parallel(\mathbf{r}) | \boldsymbol{\nabla} \times \mathbf{F}(\mathbf{r}) = \boldsymbol{\nabla} \times \mathbf{F}_\perp(\mathbf{r})\quad\hbox{and}\quad\boldsymbol{\nabla} \cdot \mathbf{F}(\mathbf{r}) = \boldsymbol{\nabla} \cdot \mathbf{F}_\parallel(\mathbf{r}) | ||
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\end{align} | \end{align} | ||
</math> | </math> | ||
are, respectively, the perpendicular (divergence-free) and parallel (curl-free) components. The operator <b>∇</b> acts on unprimed coordinates and <b>∇'</b> acts on primed coordinates. Note that the two components of '''F'''('''r''') are indeed uniquely determined once the curl and the divergence of '''F'''('''r''') are known. | are, respectively, the perpendicular (transverse, divergence-free) and parallel (longitudinal, curl-free) components. The operator <b>∇</b> acts on unprimed coordinates and <b>∇'</b> acts on primed coordinates. Note that the two components of '''F'''('''r''') are indeed uniquely determined once the curl and the divergence of '''F'''('''r''') are known. | ||
===Proof of integral expressions=== | |||
===Proof of | |||
We will confirm the integral forms, equations (1) and (2), of the components. We will show that they lead to identities. | We will confirm the integral forms, equations (1) and (2), of the components. We will show that they lead to identities. | ||
For the perpendicular component we note that for any vector '''A''', | For the perpendicular (transverse) component we note that for any vector '''A''', | ||
:<math> | :<math> | ||
\boldsymbol{\nabla} \times \big( \boldsymbol{\nabla} \times \mathbf{A} \big)= | \boldsymbol{\nabla} \times \big( \boldsymbol{\nabla} \times \mathbf{A} \big)= | ||
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so that we indeed end up with an identity. | so that we indeed end up with an identity. | ||
Before turning to the parallel term we prove that the second term vanishes. To that end we introduce | Before turning to the parallel (longitudinal) term we prove that the second term vanishes. To that end we introduce | ||
a shorthand notation | a shorthand notation | ||
:<math> | :<math> |
Revision as of 09:36, 28 June 2008
In vector analysis, the Helmholtz decomposition of a vector field on is the writing of the vector field as a sum of two vector fields, one a divergence-free field and one a curl-free field. The decomposition is called after the German physiologist and physicist Hermann von Helmholtz (1821 – 1894).
Mathematical formulation
The Helmholtz decomposition may be formulated as follows. Any vector field F(r) that is sufficiently often differentiable and vanishes at infinity can be written as,
with
The primed nabla operator ∇' acts on primed coordinates and the unprimed ∇ acts on unprimed coordinates.
Note that
holds for any vector field V(r) and any scalar function Ψ(r). Hence it follows that the first term of F is divergence-free and the second curl-free.
As a corollary follows that the specification of both the divergence and the curl of a vector field at all points of space gives the field uniquely.
Decomposition in transverse and longitudinal components
A vector field F(r) with can be decomposed in a transverse and longitudinal component :
where
Thus, the arbitrary field F(r) can be decomposed in a part that is divergence-free, the transverse component, and a part that is curl-free, the longitudinal component.
Proof of decomposition
The decomposition is formulated in r-space. By a Fourier transformation the decomposition may be formulated in k-space. This is advantageous because differentiations in r-space become multiplications in k-space. We will show that divergence in r-space becomes an inner product in k-space and a curl becomes a cross product. Thus, we define the mutually inverse Fourier transforms,
An arbitrary vector field in k-space can be decomposed in components parallel and perpendicular to k,
so that
Clearly,
Transforming back, we get
which satisfy the properties
Hence we have found the required decomposition.
Integral expressions for the transverse and longitudinal components
We assume that the curl and the divergence of the vector field F(r)
are given. Then
are, respectively, the perpendicular (transverse, divergence-free) and parallel (longitudinal, curl-free) components. The operator ∇ acts on unprimed coordinates and ∇' acts on primed coordinates. Note that the two components of F(r) are indeed uniquely determined once the curl and the divergence of F(r) are known.
Proof of integral expressions
We will confirm the integral forms, equations (1) and (2), of the components. We will show that they lead to identities.
For the perpendicular (transverse) component we note that for any vector A,
and insert this in
Below we will show that second term vanishes. Use for the first term the following equation for the Dirac delta function,
Hence the first term becomes (note that the unprimed nabla may be moved under the integral)
so that we indeed end up with an identity.
Before turning to the parallel (longitudinal) term we prove that the second term vanishes. To that end we introduce a shorthand notation
Move the divergence under the integral and use
By partial integration and using that the integrand vanishes for the integral limits, we can let −∇'α act on Gα(r' ) (this trick is known as the turnover rule for the anti Hermitian operator ∇'α). Then from
(because the divergence of the curl of any vector is zero) follows the vanishing of the second term.
(To be continued)