Sorry about this, but none of these formulas seem to work out for me so
could someone tell me where I'm going wrong? I
guess starting with the simplest one, the proposed form for the gradient of
a scalar field in terms of the exterior derivative is:
[tex](d\phi)^t[/tex]
where the transpose of a covariant vector is obtained by applying the
contravariant metric tensor. I'm going to write a one-form as [tex]df[/tex] and a directional derivative along a coordinate x as [tex]\partial x[/tex]. I'll only write [tex]\partial_x[/tex]
when I'm taking a derivative of a function rather than talking about a vector field.
In a euclidean space the contravariant metric tensor can be expressed in cartesian
coordinates as:
[tex]g = \partial x \otimes \partial x + \partial y \otimes \partial y +<br />
\partial z \otimes \partial z[/tex]
Let's pretend I'm interested in cylindrical coordinates
[tex](r,\theta,z)[/tex] because they require the least typing:
[tex]
x = rcos(\theta)[/tex]
[tex]
y = rsin(\theta)[/tex]
[tex]
z = z[/tex]
I can take some derivatives to obtain:
[tex]
\partial x = (x/r)\partial r + (-y/r^2)\partial \theta = cos(\theta)\partial<br />
r - (sin(\theta)/r) \partial \theta[/tex]
[tex]
\partial y = (y/r) \partial r + (x/r^2) \partial \theta =<br />
sin(\theta)\partial r + (cos(\theta)/r) \partial \theta[/tex]
I then will get by substitution that:
[tex]
\partial x \otimes \partial x = cos^2(\theta) \partial r \otimes \partial r<br />
+ (sin^2(\theta)/r^2) \partial \theta \otimes \partial \theta +<br />
(-cos(\theta)sin(\theta)/r) \partial \theta \otimes \partial r +<br />
(-cos(\theta)sin(\theta)/r) \partial r \otimes \partial \theta[/tex]
[tex]
\partial y \otimes \partial y = sin^2(\theta) \partial r \otimes \partial r<br />
+ (cos^2(\theta)/r^2) \partial \theta \otimes \partial \theta +<br />
(cos(\theta)sin(\theta)/r) \partial \theta \otimes \partial r +<br />
(cos(\theta)sin(\theta)/r) \partial r \otimes \partial \theta[/tex]
Substituting those into the metric tensor in cartesian coordinates I get:
[tex]
g = \partial r \otimes \partial r + (1/r^2) \partial \theta \otimes \partial \theta<br />
+ \partial z \otimes \partial z[/tex]
I'm pretty sure that's the standard result you should get because it's the inverse of the covariant metric guy.
So to obtain the cylindrical coordinates gradient, I start by taking the
0-form [tex]\phi[/tex] and applying an exterior derivative:
[tex]
d\phi = (\partial_r \phi) dr + (\partial_\theta \phi) d\theta + (\partial_z \phi) dz[/tex]
He's a one-form, and I'm interested in a vector, so I apply the metric tensor:
[tex]
(d\phi)^t = \partial r <\partial r,(\partial_r \phi) dr + (\partial_\theta \phi) d\theta + (\partial_z \phi) dz> + (1/r^2) \partial \theta <\partial \theta, (\partial_r \phi) dr + (\partial_\theta \phi) d\theta + (\partial_z \phi) dz> + \partial z <\partial z, (\partial_r \phi) dr + (\partial_\theta \phi) d\theta + (\partial_z \phi) dz>[/tex]
[tex]
= (\partial_r \phi)\partial r + ((\partial_\theta \phi)/r^2) \partial \theta<br />
+ (\partial_z \phi) \partial z[/tex]
That's sort of messy but those [tex]<x,y>[/tex] are supposed to be a natural pairing as Bishop and Goldberg say it.
If I'm supposed to assume that the classical gradient is this where you substitute
[tex]
\partial r \rightarrow \hat{r}[/tex]
[tex]
\partial \theta \rightarrow \hat{\theta}[/tex]
[tex]
\partial z \rightarrow \hat{z}[/tex]
then this is off by a factor of [tex]1/r[/tex] along the [tex]\theta[/tex] direction from the normal definition:
[tex]
(\partial_r \phi)\hat{r} + ((\partial_\theta \phi)/r) \hat{\theta}<br />
+ (\partial_z \phi) \hat{z}[/tex]
Any thoughts on where I went wrong?