How did Jackson simplify the Taylor expansion for charge density in 3-D?

In summary, on page 35 of Jackson's Classical Electrodynamics 3rd Edition, the author gives a Taylor expansion of the charge density around a point x, which is being integrated over a small spherical volume. The first order terms are omitted due to spherical symmetry, and the second order term is written in a particular form because of the choice of coordinates that diagonalize the Hessian matrix. This allows the Laplacian term of the charge density to be the only remaining term after integration over the interior of the sphere. Jackson may have omitted some steps in his explanation out of respect for the reader's intelligence.
  • #1
techmologist
306
12
On p35 of Jackson's Classical Electrodynamics 3rd Edition, the author gives the expansion of the charge density [itex]\rho(\mathbf{x'}) [/itex] around [itex]\mathbf{x'}=\mathbf{x}[/itex] as

[tex]\rho(\mathbf{x'}) = \rho(\mathbf{x}) + \frac{r^2}{6}\nabla^2\rho + ...[/tex]

where [tex]r = |\mathbf{x} - \mathbf{x'}|[/tex]

My question is, where did the first order terms go, and why is the second order term not in the form of a Hessian matrix? For instance:

[tex]\rho(\mathbf{x'}) = \rho(\mathbf{x}) + \mathbf{r} \cdot \nabla \rho + \frac{1}{2}\mathbf{r^T}H_{\rho}\mathbf{r} + ... [/tex].

He says the charge density doesn't change much in the small spherical volume under consideration, so maybe that explains the absense of first order terms, but I still don't see how to get his version of the second order term. Thank you.
 
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  • #2
Maybe it would help to give some context. Jackson is demonstrating that

[tex]\Phi(\mathbf{x}) =\frac{1}{4\pi\epsilon_0} \int \frac{\rho(\mathbf{x'})}{|\mathbf{x} -\mathbf{x'}|}d^3x'[/tex] (over all space) is a solution to the Poisson equation:

[tex]\nabla^2 \Phi = -\frac{\rho(\mathbf{x})}{\epsilon_0}[/tex].

He does this by first showing that

[tex]\Phi_a(\mathbf{x}) = \frac{1}{4\pi\epsilon_0}\int \frac{\rho(\mathbf{x'})}{(|\mathbf{x} -\mathbf{x'}|^2+a^2)}d^3x'[/tex]

satisfies Poisson's equation and then letting a->0. After taking the Laplacian operator inside the integral, he then argues that for reasonable charge distributions, any contribution from outside a small sphere of radius R centered at x goes to zero like a^2. He then Taylor expands [itex]\rho(\mathbf{x'})[/itex] about [itex]\mathbf{x'} = \mathbf{x}[/itex] in the strange way shown above, and computes resulting integral (over the small ball of radius R) to get [itex]-\rho/\epsilon_0[/itex]. I just don't understand the way he did the taylor expansion.
 
  • #3
techmologist said:
Maybe it would help to give some context. Jackson is demonstrating that

[tex]\Phi(\mathbf{x}) =\frac{1}{4\pi\epsilon_0} \int \frac{\rho(\mathbf{x'})}{|\mathbf{x} -\mathbf{x'}|}d^3x'[/tex] (over all space) is a solution to the Poisson equation:

[tex]\nabla^2 \Phi = -\frac{\rho(\mathbf{x})}{\epsilon_0}[/tex].

He does this by first showing that

[tex]\Phi_a(\mathbf{x}) = \frac{1}{4\pi\epsilon_0}\int \frac{\rho(\mathbf{x'})}{(|\mathbf{x} -\mathbf{x'}|^2+a^2)}d^3x'[/tex]

satisfies Poisson's equation and then letting a->0. After taking the Laplacian operator inside the integral, he then argues that for reasonable charge distributions, any contribution from outside a small sphere of radius R centered at x goes to zero like a^2. He then Taylor expands [itex]\rho(\mathbf{x'})[/itex] about [itex]\mathbf{x'} = \mathbf{x}[/itex] in the strange way shown above, and computes resulting integral (over the small ball of radius R) to get [itex]-\rho/\epsilon_0[/itex]. I just don't understand the way he did the taylor expansion.

I see what Jackson is doing now. He must have omitted a few steps of reasoning out of respect for the reader's intelligence. Apparently, Jackson has a very deep respect for the reader's intelligence.

The reason he can write the Taylor expansion that way is because it's being integrated over the small ball of radius R. The first order term integrates out to zero by spherical symmetry. The second order term has the form he gave it because you are free to choose coordinates that diagonalize the Hessian matrix. The other factor in the integrand depends on r = |x-x'| only, so when you integrate over the interior of the spere, the Laplacian term of the charge density is all that's left of second order terms.

Also, the integral I gave in the previous post should of course be

[tex]\Phi_a(\mathbf{x}) = \frac{1}{4\pi\epsilon_0}\int \frac{\rho(\mathbf{x'})}{\sqrt{(|\mathbf{x} -\mathbf{x'}|^2+a^2)}}d^3x'[/tex]
 

What is a Taylor expansion in 3-D?

A Taylor expansion in 3-D is a mathematical technique used to approximate a function using a series of polynomial terms. It is similar to a one-dimensional Taylor series, but takes into account multiple variables in a three-dimensional space.

How is a Taylor expansion in 3-D calculated?

To calculate a Taylor expansion in 3-D, you first need to determine the point at which the expansion will be centered. Then, you can use the partial derivative of the function with respect to each variable at that point to find the coefficients for each term in the expansion. These coefficients are then combined with the appropriate powers of each variable to form the polynomial terms in the expansion.

What is the purpose of a Taylor expansion in 3-D?

The purpose of a Taylor expansion in 3-D is to approximate a function at a specific point in a three-dimensional space. This can be useful in various fields of science, including physics and engineering, as it allows for the estimation of complex functions without having to solve them directly.

What are the limitations of a Taylor expansion in 3-D?

A Taylor expansion in 3-D is only an approximation and is only accurate within a certain radius of the center point. As the distance from the center point increases, the accuracy of the approximation decreases. Additionally, the number of terms in the expansion must be limited, which can lead to significant errors for highly nonlinear functions.

How is a Taylor expansion in 3-D used in real-world applications?

A Taylor expansion in 3-D is used in many real-world applications, such as in the design of aircraft and spacecraft, in weather forecasting models, and in computer graphics. It is also commonly used in physics and engineering to approximate complex functions and make predictions about physical systems.

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