Carroll GR: Tangent Space & Partial Derivatives

[chartery]

TL;DR

Difficulty understanding first equality in equation 2.9 (p 43) of Carroll's lecture notes.

He draws an n-manifold M, a coordinate chart φ : M → Rn, a curve γ : R → M, and a function f : M → R, and wants to specify $\frac d {d\lambda}$ in terms of $\partial_\mu$.
$\lambda$ is the parameter along $\gamma$, and $x^\mu$ the co-ordinates in $\text{R}^n$.

His first equality is $\frac d {d\lambda}\text{f}$ = $\frac d {d\lambda}$($\text {f} \circ \gamma$).
It is not clear to me how he can equate the derivative of a map from M to R, with that of a composite map from R to R.

(Feel free to indicate that the question shows my knowledge is inadequate for this level of study! )

 

[Orodruin]

He really means the function $f$ seen as a function of $\lambda$, so $f\circ \gamma$ so the first step is more of a definition of what he means.

 

[Ibix]

Concrete (well, partly concrete) example: you have a function $f(x,y)$ defined on a 2d plane and a path $\gamma$ on that plane whose points have coordinates $x_\gamma(\lambda)$ and $y_\gamma(\lambda)$, so the curve is parameterised by $\lambda$. To calculate $\frac d{d\lambda}f(x,y)$ you just sub in the curve - $\frac d{d\lambda}f(x_\gamma(\lambda),y_\gamma(\lambda))$, and now you've got a function of $\lambda$ that you can differentiate. OK so far?

The above maths, though, makes assumptions about coordinates that you may not wish to make (e.g. sometimes you can't make a single coordinate system cover all the space and the path might move between patches), and also assumes a dimension of 2. So Carrol is observing without explicit dependence on coordinates or dimensionality that to differentiate $f$ with respect to $\lambda$ he first needs to express $f$ as $f(\lambda)$, and that's what $f\circ\gamma$ does.

 

[chartery]

Many thanks for helpful replies. To be sure I understand, he is defining his (plain!) f here to be f($\gamma$($\lambda$)) ?

 

[Orodruin]

Many thanks for helpful replies. To be sure I understand, he is defining his (plain!) f here to be f($\gamma$($\lambda$)) ?

Yes, you will often see this implicit assumption for brevity of notation.

 

[chartery]

Obvious with hindsight, though I think the diagram preceding, and the lack of any reference to f as a composite sent me on the detour. Thanks again.

 

[Ibix]

Carroll's notes were the first GR text I read. I think that idea of functions as maps from one space of one dimensionality to another, and chaining those maps together in order to export structure from one space into another, is one of the things I found harder to integrate into my thinking. Not because it's particularly difficult, but because it's a very different way of looking at something very familiar, and Carroll perhaps doesn't spend quite enough time (for me, anyway) on introducing it before using it with cheerful abandon.

 

[chartery]

@Ibix I'm with you on the cheerful, not to say complete, abandon :-)