Laplace Operator in Polar Coordinates

In summary, when computing the divergence of a vector in cylindrical coordinates, the dot product must be done with the unit vectors and their derivatives, resulting in an additional term that accounts for the change in the unit vectors with respect to the coordinates. This is why the expression for \nabla \cdot \nabla f in polar coordinates is different from the straightforward dot product.
  • #1
dav2008
Gold Member
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Homework Statement


Compute [tex] \nabla \cdot \nabla f[/tex] in polar coordinates.

Homework Equations


db4e1fa66f359268e79f4b523590bf77.png


The Attempt at a Solution


It seems like a straightforward dot product yields
[tex] \nabla \cdot \nabla f = {\partial^2 f \over \partial \rho^2}
+ {1 \over \rho^2} {\partial^2 f \over \partial \theta^2}
+ {\partial^2 f \over \partial z^2 }[/tex]
since the 3 basis vectors are mutually orthogonal.

This is obviously not the correct expression, which should be:
[tex]{1 \over \rho} {\partial \over \partial \rho}
\left( \rho {\partial f \over \partial \rho} \right)
+ {1 \over \rho^2} {\partial^2 f \over \partial \theta^2}
+ {\partial^2 f \over \partial z^2 [/tex]

Where is that first term coming from?

It seems like I'm ignoring something simple when calculating the dot product. What am I failing to take into account?
 
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  • #2
It comes from the fact that the divergence of a vector [itex]\vec{v}[/itex] in cylindrical coordinates is

[tex]\vec{\nabla} \cdot \vec{v}=\frac{1}{\rho} \frac{\partial}{\partial \rho} (\rho v_{\rho})+\frac{1}{\rho} \frac{\partial v_{\theta}}{\partial \theta}+ \frac{\partial v_{z}}{\partial z}[/tex]

not just

[tex]\vec{\nabla} \cdot \vec{v}= \frac{\partial v_{\rho}}{\partial \rho}+\frac{1}{\rho} \frac{\partial v_{\theta}}{\partial \theta}+ \frac{\partial v_{z}}{\partial z}[/tex]
 
  • #3
ok, but why is it incorrect to compute the dot product:

[tex]\left(\frac{\partial }{\partial \rho}\mathbf{e}_\rho+
\frac{1}{\rho}\frac{\partial }{\partial \theta}\mathbf{e}_\theta+
\frac{\partial }{\partial z}\mathbf{e}_z\right) \bullet \left(
\frac{\partial }{\partial \rho}\mathbf{e}_\rho+
\frac{1}{\rho}\frac{\partial }{\partial \theta}\mathbf{e}_\theta+
\frac{\partial }{\partial z}\mathbf{e}_z\right) [/tex]

as

[tex] {\partial^2 \over \partial \rho^2}
+ {1 \over \rho^2} {\partial^2 \over \partial \theta^2}
+ {\partial^2 \over \partial z^2 }[/tex]

What assumptions in taking the dot product are incorrect?

Edit: I guess I'll just write it in terms of the Cartesian base vectors and work it out that way. I see now that the dot products of the unit vectors don't work out to just be 1 or 0.
 
  • #4
Hmm I wrote er and eθ in terms of the cartesian base vectors, did the dot product, and it still comes out the same way...which I guess is expected.
 
  • #5
You need to remember to differentiate the unit vectors also. For example,

[tex]\frac{\partial}{\partial \rho} \hat e_{\rho} \cdot \frac{\partial}{\partial \rho} \hat e_{\rho} = \frac{\partial^2}{\partial \rho^2} \hat e_{\rho} + \frac{\partial}{\partial \rho} \frac{\partial \hat e_{\rho}}{\partial \rho}[/tex]

It just so happens that

[tex]\frac{\partial \hat e_{\rho}}{\partial \rho} = 0[/tex]

so this particular term does not contribute. However, the [itex]\theta[/itex] term will give you

[tex]\frac{\partial \hat e_{\theta}}{\partial \theta}[/tex]

which is nonzero; this should give you your missing term (you will have to collect terms and undo a product rule to get the exact form needed).
 
  • #6
Ahh there it is. Thanks.

Edit: Do you mean [tex]
\frac{\partial}{\partial \rho} \hat e_{\rho} \cdot \frac{\partial}{\partial \rho} \hat e_{\rho} = \frac{\partial^2}{\partial \rho^2}} + \hat e_{\rho} \cdot \frac{\partial}{\partial \rho} \frac{\partial \hat e_{\rho}}{\partial \rho}
[/tex]
 
Last edited:
  • #7
Right, yes. I forgot to take the dot product. :P
 

1. What is the Laplace Operator in Polar Coordinates?

The Laplace Operator in Polar Coordinates is a mathematical operator used in vector calculus to describe the second derivative of a function with respect to its position in a polar coordinate system. It is used to solve a variety of physical problems, such as those involving heat flow, electrostatics, and fluid dynamics.

2. How is the Laplace Operator expressed in Polar Coordinates?

In polar coordinates, the Laplace Operator is expressed as ∇² = (1/r) ∂/∂r (r ∂/∂r) + (1/r²) ∂²/∂θ², where r represents the radial distance and θ represents the angular coordinate.

3. What are the advantages of using Polar Coordinates with the Laplace Operator?

The use of Polar Coordinates with the Laplace Operator allows for the simplification of certain problems, particularly those with radial symmetry, as well as for the solution of boundary value problems in circular or cylindrical domains. It also allows for the separation of variables in many cases, making it easier to find solutions to complex problems.

4. What are some common applications of the Laplace Operator in Polar Coordinates?

The Laplace Operator in Polar Coordinates has many applications in physics and engineering, including the study of heat conduction, electrostatics, fluid flow, and wave propagation. It is also used in image processing and computer graphics to perform edge detection and image smoothing.

5. How is the Laplace Operator related to the Laplace Transform?

The Laplace Operator and the Laplace Transform are two different mathematical concepts, although they are both named after the French mathematician Pierre-Simon Laplace. While the Laplace Operator is used to describe the second derivative of a function, the Laplace Transform is used to transform a function from the time domain to the frequency domain. However, the Laplace Transform can be applied to functions involving the Laplace Operator to solve certain differential equations.

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