Green's vector identity

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The second derivative of two vector functions is related to the divergence of the vector functions with first order operators. Namely,
\(\mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}=\nabla\cdot\left[\mathbf{P}\left(\nabla\cdot\mathbf{Q}\right)-\mathbf{Q}\left(\nabla\cdot\mathbf{P}\right)+\mathbf{P}\times\nabla\times\mathbf{Q}-\mathbf{Q}\times\nabla\times\mathbf{P}\right].\)

see also wikipedia: Green's vector identity

Contenido

Introduction [1]

Green’s second identity establishes a relationship between second and (the divergence of) first order derivatives of two scalar functions

\(p_{m}\nabla^{2}q_{m}-q_{m}\nabla^{2}p_{m}=\nabla\cdot\left(p_{m}\nabla q_{m}-q_{m}\nabla p_{m}\right),\)

where \(p_{m}\) and \(q_{m}\) are two arbitrary scalar fields. This identity is of great importance in physics because continuity equations can thus be established for scalar fields such as mass or energy [2].

Although the second Green’s identity is always presented in vector analysis, only a scalar version is found on textbooks. Even in the specialized literature, a vector version is not easily found. In vector diffraction theory, two versions of Green’s second identity are introduced. One variant invokes the divergence of a cross product [3][4][5]and states a relationship in terms of the curl-curl of the field \(\mathbf{P}\cdot\left(\nabla\times\nabla\times\mathbf{Q}\right)-\mathbf{Q}\cdot\left(\nabla\times\nabla\times\mathbf{P}\right)=\nabla\cdot\left(\mathbf{Q}\times\nabla\times\mathbf{P}-\mathbf{P}\times\nabla\times\mathbf{Q}\right)\). This equation can be written in terms of the Laplacians\[\mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}+\mathbf{Q}\cdot\left[\nabla\left(\nabla\cdot\mathbf{P}\right)\right]-\mathbf{P}\cdot\left[\nabla\left(\nabla\cdot\mathbf{Q}\right)\right]=\nabla\cdot\left(\mathbf{P}\times\nabla\times\mathbf{Q}-\mathbf{Q}\times\nabla\times\mathbf{P}\right).\]

However, the terms \(\mathbf{Q}\cdot\left[\nabla\left(\nabla\cdot\mathbf{P}\right)\right]-\mathbf{P}\cdot\left[\nabla\left(\nabla\cdot\mathbf{Q}\right)\right]\), could not be readily written in terms of a divergence. The other approach introduces bi-vectors, this formulation requires a dyadic Green function [6][7].

Divergence of two vector fields

Consider that the scalar fields in Green's second identity are the Cartesian components of vector fields, i.e. \(\mathbf{P}=\sum\limits _{m}p_{m}\hat{\mathbf{e}}_{m}\) and \(\mathbf{Q}=\sum\limits _{m}q_{m}\hat{\mathbf{e}}_{m}\). Summing up the equation for each component, we obtain

\(\sum\limits _{m}\left[p_{m}\nabla^{2}q_{m}-q_{m}\nabla^{2}p_{m}\right]=\sum\limits _{m}\left[\nabla\cdot\left(p_{m}\nabla q_{m}-q_{m}\nabla p_{m}\right)\right].\)

The LHS according to the definition of the dot product may be written in vector form as

\(\sum\limits _{m}\left[p_{m}\nabla^{2}q_{m}-q_{m}\nabla^{2}p_{m}\right]=\mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}.\)

The RHS is a bit more awkward to express in terms of vector operators. Due to the distributivity of the divergence operator over addition, the sum of the divergence is equal to the divergence of the sum, i.e. \(\sum\limits _{m}\left[\nabla\cdot\left(p_{m}\nabla q_{m}-q_{m}\nabla p_{m}\right)\right]=\nabla\cdot\left(\sum\limits _{m}p_{m}\nabla q_{m}-\sum\limits _{m}q_{m}\nabla p_{m}\right)\). Recall the vector identity for the gradient of a dot product \(\nabla\left(\mathbf{P}\cdot\mathbf{Q}\right)=\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}+\mathbf{P}\times\nabla\times\mathbf{Q}+\mathbf{Q}\times\nabla\times\mathbf{P}\), which, written out in vector components is given by \(\nabla\left(\mathbf{P}\cdot\mathbf{Q}\right)=\nabla\sum\limits _{m}p_{m}q_{m}=\sum\limits _{m}p_{m}\nabla q_{m}+\sum\limits _{m}q_{m}\nabla p_{m}.\) This result is similar to what we wish to evince in vector terms ’except’ for the minus sign. Since the differential operators in each term act either over one vector (say \(p_{m}\)’s) or the other (\(q_{m}\)’s) , the contribution to each term must be

\( \sum\limits _{m}p_{m}\nabla q_{m} = \left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q},\)
\(\sum\limits _{m}q_{m}\nabla p_{m} = \left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}+\mathbf{Q}\times\nabla\times\mathbf{P}.\)

These results can be rigorously proven to be correct through evaluation of the vector components. Therefore, the RHS can be written in vector form as

\(\sum\limits _{m}p_{m}\nabla q_{m}-\sum\limits _{m}q_{m}\nabla p_{m}=\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}-\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}-\mathbf{Q}\times\nabla\times\mathbf{P}.\)

Putting together these two results, a theorem for vector fields analogous to Green’s theorem for scalar fields is obtained


\(\color{OliveGreen} \mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}=\nabla\cdot\left[\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}-\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}-\mathbf{Q}\times\nabla\times\mathbf{P}\right].\)


Reassuringly, from the vector relationship we can go back to the scalar case as shown in the scalar limit. The curl of a cross product can be written as \(\nabla\times\left(\mathbf{P}\times\mathbf{Q}\right)=\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}-\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\left(\nabla\cdot\mathbf{Q}\right)-\mathbf{Q}\left(\nabla\cdot\mathbf{P}\right)\); Green’s vector identity can then be rewritten as

\(\mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}= \nabla\cdot\left[\mathbf{P}\left(\nabla\cdot\mathbf{Q}\right)-\mathbf{Q}\left(\nabla\cdot\mathbf{P}\right)-\nabla\times\left(\mathbf{P}\times\mathbf{Q}\right)+\mathbf{P}\times\nabla\times\mathbf{Q}-\mathbf{Q}\times\nabla\times\mathbf{P}\right].\)

Since the divergence of a curl is zero, the third term vanishes and Green’s vector identity is


\(\color{OliveGreen}\mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}=\nabla\cdot\left[\mathbf{P}\left(\nabla\cdot\mathbf{Q}\right)-\mathbf{Q}\left(\nabla\cdot\mathbf{P}\right)+\mathbf{P}\times\nabla\times\mathbf{Q}-\mathbf{Q}\times\nabla\times\mathbf{P}\right].\)


With a similar porcedure, the Laplacian of the dot product can be expressed in terms of the Laplacians of the factors

\(\nabla^{2}\left(\mathbf{P}\cdot\mathbf{Q}\right)=\mathbf{P}\cdot\nabla^{2}\mathbf{Q}-\mathbf{Q}\cdot\nabla^{2}\mathbf{P}+2\nabla\cdot\left[\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}+\mathbf{Q}\times\nabla\times\mathbf{P}\right].\)

corollary

As a corollary, the awkward terms in the introduction can now be written in terms of a divergence by comparison with the vector Green equation

\(\mathbf{P}\cdot\left[\nabla\left(\nabla\cdot\mathbf{Q}\right)\right]-\mathbf{Q}\cdot\left[\nabla\left(\nabla\cdot\mathbf{P}\right)\right]=\nabla\cdot\left[\mathbf{P}\left(\nabla\cdot\mathbf{Q}\right)-\mathbf{Q}\left(\nabla\cdot\mathbf{P}\right)\right].\)

This result can be verified by expanding the divergence of a scalar times a vector on the RHS.

derivation by components

In order to evaluate \(\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}\) consider the first term in three dimensional Cartesian components \(\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}=\left(p_{x}\frac{\partial}{\partial x}+p_{y}\frac{\partial}{\partial y}+p_{z}\frac{\partial}{\partial z}\right)\left(q_{x}\hat{\mathbf{e}}_{x}+q_{y}\hat{\mathbf{e}}_{y}+q_{z}\hat{\mathbf{e}}_{z}\right)\) that may be written as

\( \left(\mathbf{P}\cdot\nabla\right)\mathbf{Q} = \left(p_{x}\frac{\partial q_{x}}{\partial x}+p_{y}\frac{\partial q_{x}}{\partial y}+p_{z}\frac{\partial q_{x}}{\partial z}\right)\hat{\mathbf{e}}_{x} + \left(p_{x}\frac{\partial q_{y}}{\partial x}+p_{y}\frac{\partial q_{y}}{\partial y}+p_{z}\frac{\partial q_{y}}{\partial z}\right)\hat{\mathbf{e}}_{y} + \left(p_{x}\frac{\partial q_{z}}{\partial x}+p_{y}\frac{\partial q_{z}}{\partial y}+p_{z}\frac{\partial q_{z}}{\partial z}\right)\hat{\mathbf{e}}_{z}.\)

The curl in the second term is \(^{R}\mathbf{Q}=\nabla\times\mathbf{Q}=\left(\frac{\partial q_{z}}{\partial y}-\frac{\partial q_{y}}{\partial z}\right)\hat{\mathbf{e}}_{x}+\left(\frac{\partial q_{x}}{\partial z}-\frac{\partial q_{z}}{\partial x}\right)\hat{\mathbf{e}}_{y}+\left(\frac{\partial q_{y}}{\partial x}-\frac{\partial q_{x}}{\partial y}\right)\hat{\mathbf{e}}_{z}.\) The cross product is \(\mathbf{P}\times{}^{R}\mathbf{Q}=\left(p_{y}{}^{R}q_{z}-p_{z}{}^{R}q_{y}\right)\hat{\mathbf{e}}_{x}+\left(p_{z}{}^{R}q_{x}-p_{x}{}^{R}q_{z}\right)\hat{\mathbf{e}}_{y}+\left(p_{x}{}^{R}q_{y}-p_{y}{}^{R}q_{x}\right)\hat{\mathbf{e}}_{z};\) The second term is then

\( \mathbf{P}\times\nabla\times\mathbf{Q} = \left(p_{y}\left(\frac{\partial q_{y}}{\partial x}-\frac{\partial q_{x}}{\partial y}\right)-p_{z}\left(\frac{\partial q_{x}}{\partial z}-\frac{\partial q_{z}}{\partial x}\right)\right)\hat{\mathbf{e}}_{x} + \left(p_{z}\left(\frac{\partial q_{z}}{\partial y}-\frac{\partial q_{y}}{\partial z}\right)-p_{x}\left(\frac{\partial q_{y}}{\partial x}-\frac{\partial q_{x}}{\partial y}\right)\right)\hat{\mathbf{e}}_{y} + \left(p_{x}\left(\frac{\partial q_{x}}{\partial z}-\frac{\partial q_{z}}{\partial x}\right)-p_{y}\left(\frac{\partial q_{z}}{\partial y}-\frac{\partial q_{y}}{\partial z}\right)\right)\hat{\mathbf{e}}_{z}\)

that expands to

\( \mathbf{P}\times\nabla\times\mathbf{Q} = \left(p_{y}\frac{\partial q_{y}}{\partial x}-p_{y}\frac{\partial q_{x}}{\partial y}-p_{z}\frac{\partial q_{x}}{\partial z}+p_{z}\frac{\partial q_{z}}{\partial x}\right)\hat{\mathbf{e}}_{x} + \left(p_{z}\frac{\partial q_{z}}{\partial y}-p_{z}\frac{\partial q_{y}}{\partial z}-p_{x}\frac{\partial q_{y}}{\partial x}+p_{x}\frac{\partial q_{x}}{\partial y}\right)\hat{\mathbf{e}}_{y} + \left(p_{x}\frac{\partial q_{x}}{\partial z}-p_{x}\frac{\partial q_{z}}{\partial x}-p_{y}\frac{\partial q_{z}}{\partial y}+p_{y}\frac{\partial q_{y}}{\partial z}\right)\hat{\mathbf{e}}_{z}.\)

Evaluate \(\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}\) in the x direction

\( \left[\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}\right]_{x}= \left(p_{x}\frac{\partial q_{x}}{\partial x}+p_{y}\frac{\partial q_{x}}{\partial y}+p_{z}\frac{\partial q_{x}}{\partial z}+p_{y}\frac{\partial q_{y}}{\partial x}-p_{y}\frac{\partial q_{x}}{\partial y}-p_{z}\frac{\partial q_{x}}{\partial z}+p_{z}\frac{\partial q_{z}}{\partial x}\right)\hat{\mathbf{e}}_{x},\)

canceling out terms \(\left[\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}\right]_{x}=\left(p_{x}\frac{\partial q_{x}}{\partial x}+p_{y}\frac{\partial q_{y}}{\partial x}+p_{z}\frac{\partial q_{z}}{\partial x}\right)\hat{\mathbf{e}}_{x}.\)

Analogous results are obtained in the other directions so that

\( \left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q} = \left(p_{x}\frac{\partial q_{x}}{\partial x}+p_{y}\frac{\partial q_{y}}{\partial x}+p_{z}\frac{\partial q_{z}}{\partial x}\right)\hat{\mathbf{e}}_{x} + \left(p_{x}\frac{\partial q_{x}}{\partial y}+p_{y}\frac{\partial q_{y}}{\partial y}+p_{z}\frac{\partial q_{z}}{\partial y}\right)\hat{\mathbf{e}}_{y} + \left(p_{x}\frac{\partial q_{x}}{\partial z}+p_{y}\frac{\partial q_{y}}{\partial z}+p_{z}\frac{\partial q_{z}}{\partial z}\right)\hat{\mathbf{e}}_{z}.\)

that may be written out in vector form as \(\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}=\mathbf{P}\cdot\frac{\partial\mathbf{Q}}{\partial x}+\mathbf{P}\cdot\frac{\partial\mathbf{Q}}{\partial y}+\mathbf{P}\cdot\frac{\partial\mathbf{Q}}{\partial z}.\) However, the terms can be rearranged as

\( \left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q} = \left(p_{x}\frac{\partial q_{x}}{\partial x}\hat{\mathbf{e}}_{x}+p_{x}\frac{\partial q_{x}}{\partial y}\hat{\mathbf{e}}_{y}+p_{x}\frac{\partial q_{x}}{\partial z}\hat{\mathbf{e}}_{z}\right) + \left(p_{y}\frac{\partial q_{y}}{\partial x}\hat{\mathbf{e}}_{x}+p_{y}\frac{\partial q_{y}}{\partial y}\hat{\mathbf{e}}_{y}+p_{y}\frac{\partial q_{y}}{\partial z}\hat{\mathbf{e}}_{z}\right) + \left(p_{z}\frac{\partial q_{z}}{\partial x}\hat{\mathbf{e}}_{x}+p_{z}\frac{\partial q_{z}}{\partial y}\hat{\mathbf{e}}_{y}+p_{z}\frac{\partial q_{z}}{\partial z}\hat{\mathbf{e}}_{z}\right),\)

and thus \(\left(\mathbf{P}\cdot\nabla\right)\mathbf{Q}+\mathbf{P}\times\nabla\times\mathbf{Q}=\left(p_{x}\nabla q_{x}+p_{y}\nabla q_{y}+p_{z}\nabla q_{z}\right).\) An equivalent procedure for \(\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}+\mathbf{Q}\times\nabla\times\mathbf{P}\) gives \(\left(\mathbf{Q}\cdot\nabla\right)\mathbf{P}+\mathbf{Q}\times\nabla\times\mathbf{P}=q_{x}\nabla p_{x}+q_{y}\nabla p_{y}+q_{z}\nabla p_{z}.\)

scalar case

If we take one component vectors, for example, \(\mathbf{P}\rightarrow p_{x}\hat{\mathbf{e}}_{x},\mathbf{Q}\rightarrow q_{x}\hat{\mathbf{e}}_{x}\), the vector relationship ([eq:vec green]) becomes \(p_{x}\nabla^{2}q_{x}-q_{x}\nabla^{2}p_{x}=\nabla\cdot\left[p_{x}\frac{\partial q_{x}}{\partial x}\hat{\mathbf{e}}_{x}-q_{x}\frac{\partial p_{x}}{\partial x}\hat{\mathbf{e}}_{x}+\mathbf{P}\times\nabla\times\mathbf{Q}-\mathbf{Q}\times\nabla\times\mathbf{P}\right].\) Since \(\nabla\times\mathbf{Q}=\frac{\partial q_{x}}{\partial z}\hat{\mathbf{e}}_{y}-\frac{\partial q_{x}}{\partial y}\hat{\mathbf{e}}_{z}\),

\( \mathbf{P}\times\nabla\times\mathbf{Q} = \left(p_{x}\frac{\partial q_{x}}{\partial y}\right)\hat{\mathbf{e}}_{y}+\left(p_{x}\frac{\partial q_{x}}{\partial z}\right)\hat{\mathbf{e}}_{z}\)

and \(\mathbf{Q}\times\nabla\times\mathbf{P}=\left(q_{x}\frac{\partial p_{x}}{\partial y}\right)\hat{\mathbf{e}}_{y}+\left(q_{x}\frac{\partial p_{x}}{\partial z}\right)\hat{\mathbf{e}}_{z}\). Therefore \(p_{x}\nabla^{2}q_{x}-q_{x}\nabla^{2}p_{x}=\nabla\cdot\left[p_{x}\nabla q_{x}-q_{x}\nabla p_{x}\right],\) we recover Green’s second identity for the functions \(p_{x},\, q_{x}\).


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