Reconciling basis vector operators with partial derivative operators

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Discussion Overview

The discussion revolves around the reconciliation of basis vector operators with partial derivative operators in the context of differential geometry and manifold theory. Participants explore the definitions and relationships between directional derivatives, tangent spaces, and partial derivatives of smooth functions defined on manifolds.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant presents a detailed question regarding the definition of the directional derivative and its relationship to the partial derivative of a function on a manifold.
  • Another participant questions the consistency of the definitions being used, specifically the relationship between the directional derivative and the partial derivative as defined in the context of smooth functions on manifolds.
  • Some participants express confusion over notation and definitions, indicating a lack of clarity on the conventions being used in the discussion.
  • A participant suggests that the definition of the partial derivative as the derivative of the composite function is standard, but seeks clarification on any alternative definitions being used by others.
  • There is an exploration of the concept of using "proxy functions" to define derivatives when direct calculation is not possible due to the nature of the function's domain.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the definitions and relationships discussed. There are competing views on how to interpret the definitions of directional and partial derivatives, and the discussion remains unresolved regarding the implications of these definitions.

Contextual Notes

Participants express uncertainty about the definitions of derivatives in the context of manifolds, indicating potential limitations in their understanding of the notation and conventions used in the discussion.

Shirish
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Ref. 'Core Principles of Special and General Relativity' by Luscombe. Apologies in advance for the super-long question, but it's necessary to show my thought process.

Let ##\gamma:I\to M## be a smooth curve from an open interval ##I\subset\mathbb{R}## to a manifold ##M##, and let ##f:M\to\mathbb{R}## be smooth. We denote the generic argument of ##\gamma## by ##u##, so ##\gamma(u)\in M## for any ##u\in I##. The set of all smooth functions from ##M\to\mathbb{R}## at ##p## is denoted by ##\mathcal{F}_p## (so that ##f\in\mathcal{F}_p##). The definition of tangent space elements is given as:
The tangent space at ##p\in M##, the set of all directional derivatives at ##p##, is denoted by ##T_p(M)##. For fixed ##\gamma##, the directional derivative ##\mathbf{t}_{\gamma}(f)\equiv d(f\circ\gamma)/du\ |_p## is an operator that maps functions ##f\in\mathcal{F}_p## onto numbers, ##\mathbf{t}_{\gamma}:\mathcal{F}_p\to\mathbb{R}##.
The directional derivative on ##M## was defined indirectly via a curve ##\gamma## as follows:
[/QUOTE]Let ##p\in M## be such that ##\gamma(c)=p## for ##c\in I\subset\mathbb{R}##. For a smooth function ##f## on ##M##, the composite map ##f\circ\gamma:\mathbb{R}\to\mathbb{R}## is a function on ##\mathbb{R}##. The directional derivative on ##M##,$$\frac{d(f\circ\gamma)}{du}\bigg|_c\equiv\lim_{s\to 0}\frac{1}{s}[(f\circ\gamma)(c+s)-(f\circ\gamma)(c)]$$
[/QUOTE]
Now to define the basis of ##T_p(M)##, we consider coordinate curves ##\gamma^i## passing through ##p\in M##. Let ##p##, with chart ##(U,\phi)##, have the coordinates ##(x^1(p),\ldots,x^n(p))##. The coordinate curves are specified by ##\phi^{-1}:\mathbb{R}\to M## as follows:$$\gamma^i(u)\equiv \phi^{-1}(x^1(p),\ldots,x^{i-1}(p),x^i(p)+u,x^{i+1}(p),\ldots,x^n(p))$$
Then it's written:
The directional derivative associated with ##\gamma^i## at ##p## defines the partial derivative of ##f## with respect to ##x^i##, $$\frac{d(f\circ\gamma^i)}{du}\ \bigg|_{u=0}=\frac{\partial f}{\partial x^i}\ \bigg|_p$$
And this last part is pretty confusing. I evaluated the LHS as follows:$$\lim_{s\to 0}\frac{1}{s}[(f\circ\phi^{-1})(x^1(p),\ldots,x^i(p)+s,\ldots,x^n(p))-(f\circ\phi^{-1})(x^1(p),\ldots,x^i(p),\ldots,x^n(p))]$$ $$=\frac{\partial (f\circ\phi^{-1})}{\partial x^i}\ \bigg|_{\phi(p)}$$
which is not the same as the RHS in the quoted equation, so I don't know where that came from.

Another doubt is how do I reconcile the basis element of ##T_p(M)## with the differential operator ##\partial/\partial x^i##? As per the definition ##\mathbf{t}_{\gamma}(f)\equiv d(f\circ\gamma)/du\ |_p##, which means $$\mathbf{t}_{\gamma^i}(f)= d(f\circ\gamma^i)/du\ |_p = d(f\circ\gamma^i)/du\ |_{u=0}$$
I showed above that ##d(f\circ\gamma^i)/du\ |_{u=0}## is equal to ##\partial (f\circ\phi^{-1})/\partial x^i\ |_{\phi(p)}##. So finally $$\mathbf{t}_{\gamma^i}(f)=\partial (f\circ\phi^{-1})/\partial x^i\ |_{\phi(p)}$$
I'm pretty sure (at least intuitively) that ##\{\mathbf{t}_{\gamma^i}\}## (the subscript reads ##\gamma^i##) forms the basis of ##T_p(M)##. I can only claim that ##\mathbf{t}_{\gamma^i}=\partial/\partial x^i## when ##\mathbf{t}_{\gamma^i}(f)=\partial f/\partial x^i## for all ##f\in\mathcal{F}_p##. From the above equation, I have no way to isolate ##f## on the RHS, so with what sorcery can I show that ##\mathbf{t}_{\gamma^i}(f)=\partial f/\partial x^i## for all ##f\in\mathcal{F}_p##?
 
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Shirish said:
$$=\frac{\partial (f\circ\phi^{-1})}{\partial x^i}\ \bigg|_{\phi(p)}$$
which is not the same as the RHS in the quoted equation, so I don't know where that came from.

What is your definition of ##\frac{\partial f}{\partial x^i}## if not the above?
 
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Infrared said:
What is your definition of ∂f∂xi if not the above?
Sorry, but I'm not sure that I follow - I'm completely new to the subject. Do you mean there's some notation convention that I'm not catching on to? Would be grateful if you could explain in detail because what's obvious to you (being well-versed in the subject) may not be obvious to me at all.
 
In order for the statement you quoted to be true or false, you must have defined the expression ##\frac{\partial f}{\partial x^i}.## What is the definition of ##\frac{\partial f}{\partial x^i}## that you're using?

I've usually seen ##\frac{\partial f}{\partial x^i}## ##\bf{defined}## to be ##\frac{\partial (f\circ \phi^{-1})}{\partial x^i}## (and the RHS makes sense because ##f\circ\phi^{-1}## is a function defined on ##\mathbb{R}^n##, where we already know how to take partial derivatives), in which case there's nothing left to prove. If you have a different definition of what ##\frac{\partial f}{\partial x^i}## means for a smooth function ##f:M\to\mathbb{R}##, then you should let us know what it is.

Edit: Okay, it looks like your source is using the LHS as the definition of the partial derivative of a function on a manifold. Can you explain why you think this is inconsistent with ##\frac{\partial f}{\partial x^i}=\frac{\partial (f\circ \phi^{-1})}{\partial x^i}##?
 
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Infrared said:
Edit: Okay, it looks like your source is using the LHS as the definition of the partial derivative of a function on a manifold. Can you explain why you think this is inconsistent with ##\frac{\partial f}{\partial x^i}=\frac{\partial (f\circ \phi^{-1})}{\partial x^i}##?
I'm not sure about how it'd be inconsistent. But what I did understand from your answer is that since we can't directly calculate the derivative of ##f## (because of its domain), we use some sort of a "proxy function". For example, if we want to differentiate ##f## w.r.t. some parameter ##u## of some curve, we can't directly do it but have to instead calculate it via the derivative of ##f\circ\gamma## w.r.t. ##u##, since the domain of ##f\circ\gamma## is an open set in ##\mathbb{R}##.

Similarly ##\partial f/\partial x^i## can't be directly calculated because ##x^i##'s lie in ##\mathbb{R}^n## while ##f## is defined on ##M##. So we again calculate it as the derivative of ##f\circ\phi^{-1}## w.r.t. ##x^i##, since the domain of ##f\circ\phi^{-1}## is an open set in ##\mathbb{R}^n##.

So it's natural to define derivatives of ##f## implicitly via their "proxy functions". Hope most of my intuition is correct.
 

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