Coordinate transformation derivatives

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Discussion Overview

The discussion revolves around the topic of coordinate transformation derivatives, specifically how to find derivatives under a transformation defined by \(\mathbf{x}' = \mathbf{x} + \epsilon \mathbf{q}\). Participants explore the implications of this transformation in the context of calculus, including the use of Jacobians and the relationship between differentials.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • Dan introduces a coordinate transformation and seeks to find \(\frac{d}{d \mathbf{x}'}\), expressing uncertainty about the process.
  • Some participants question the notation and the specific computation Dan is attempting to perform, indicating confusion over the transformation's implications.
  • Dan provides a simple example using \(x = e^t\) and discusses the formal relationship between differentials, which leads to disagreement about the interpretation of these relationships.
  • There is a suggestion that the discussion may relate to how derivatives transform under infinitesimal transformations, with a later clarification that this was indeed the original intent.
  • Participants mention the use of Jacobians in transformations and explore their application to the problem at hand, with some asserting that the Jacobian matrix in this case is the identity matrix.
  • Dan acknowledges that he initially assumed \(\mathbf{q}\) was constant, which leads to further clarification about its dependence on \(\mathbf{x}\).

Areas of Agreement / Disagreement

Participants express differing interpretations of the mathematical relationships involved, particularly regarding the transformation of derivatives and the use of Jacobians. There is no consensus on the correct approach or interpretation, and multiple competing views remain throughout the discussion.

Contextual Notes

There are unresolved issues regarding the assumptions made about the variables involved, particularly the nature of \(\mathbf{q}\) and the implications of treating it as constant versus variable. The discussion also highlights potential limitations in the notation and clarity of the mathematical expressions used.

topsquark
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I've had to hit my books to help someone else. Ugh.

Say we have the coordinate transformation \bf{x}' = \bf{x} + \epsilon \bf{q}, where \epsilon is constant. (And small if you like.) Then obviously
d \bf{x}' = d \bf{x} + \epsilon d \bf{q}.

How do we find \frac{d}{d \bf{x}'}?

I'm missing something simple here, I'm sure of it.

-Dan
 
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Perhaps I'm getting lost in notation, topsquark. I'm not sure I understand your question. :confused:

Let us assume that $\mathbf{x}', \mathbf{x}$ and $\mathbf{q}$ are in $\mathbb{R}^3$. Therefore we have that $d \mathbf{x}' = \text{rot } \mathbf{x}' = \nabla \times \mathbf{x}'$.

What are you trying to compute? :confused:
 
Fantini said:
Perhaps I'm getting lost in notation, topsquark. I'm not sure I understand your question. :confused:

Let us assume that $\mathbf{x}', \mathbf{x}$ and $\mathbf{q}$ are in $\mathbb{R}^3$. Therefore we have that $d \mathbf{x}' = \text{rot } \mathbf{x}' = \nabla \times \mathbf{x}'$.

What are you trying to compute? :confused:
Simple example then. Say we have
x = e^t

Then
dx = e^t dt

Formally we have
\frac{d}{dx} = e^{-t} \frac{d}{dt}

I'm looking for something along those lines. Basically I am trying to simplify the operator
\frac{\partial }{ \partial ( \bf{x} + \epsilon \bf{q} )}

-Dan
 
topsquark said:
Say we have
x = e^t

Then
dx = e^t dt

Formally we have
\frac{d}{dx} = e^{-t} \frac{d}{dt}
This is something I don't agree with. You seem to be saying that $dx = e^t dt$ implies $\frac{1}{dx} = e^{-t} \frac{1}{dt}$.
 
topsquark said:
dx = e^t dt

Formally we have
\frac{d}{dx} = e^{-t} \frac{d}{dt}

$$\frac{d}{dx}$$ what do you mean by that ?

we know that $$\frac{d}{dx} ( f(x) ) = f'(x) $$
 
Are you looking for how derivatives transform under infinitesimal transformations?
 
Fantini said:
This is something I don't agree with. You seem to be saying that $dx = e^t dt$ implies $\frac{1}{dx} = e^{-t} \frac{1}{dt}$.
Not quite.
dx = e^t dt \implies \frac{d}{dx} = \frac{d}{e^t dt} = e^{-t} \frac{d}{dt}

And I did say "formally." (Wasntme) I understand there are technical issues with this "derivation." It's a substitution technique I was taught when solving Euler differential equations.

-Dan

- - - Updated - - -

Jester said:
Are you looking for how derivatives transform under infinitesimal transformations?
Originally yes. But certainly there is an approach to simplify the operator in the "macroscopic" case?

-Dan
 
So if you're transforming from $(t,x,u) \rightarrow (t'x',u')$ where $t$ and $x$ are the independent variables and $u$ the dependent variable, you could use Jacobians.
 
Sounds indeed as if you refer to the Jacobian matrix, which in this case is the identity matrix.

Assuming you mean that $$\frac d {d\mathbf x'} = \left(\frac \partial{\partial x_1'}, ..., \frac \partial{\partial x_n'}\right)$$, that would be the same as $$\frac d {d\mathbf x}$$
 
  • #10
Not what I meant. Suppose that

$\bar{t}=t+T(t,x,u)\varepsilon + O(\varepsilon^{2}),$
$\bar{x}=x+X(t,x,u)\varepsilon + O(\varepsilon^{2}),\;\;\;(1)$
$\bar{u}=u+U(t,x,u)\varepsilon + O(\varepsilon^{2}),$

and I wish to calculate $\displaystyle \dfrac{\partial \bar{u}}{\partial \bar{t}}$ then an easy way is to use Jacobians. I.e.

$\displaystyle \dfrac{\partial \bar{u}}{\partial \bar{t}} = \dfrac{\partial(\bar{u},\bar{x})}{\partial(\bar{t},\bar{x})} = \dfrac{\partial(\bar{u},\bar{x})}{\partial(t,x)} / \dfrac{\partial(\bar{t},\bar{x})}{\partial(t,x)}\;\;\;(2)$.

Now insert the transformations (1) into (2) and expand. The nice thing about (2) is that it is easy to calculate. Furthermore, a Taylor expansion for small $\varepsilon$ is also fairly straight forward (if this is what topsquark was thinking)
 
  • #11
Ah. I sort of assumed $\mathbf q$ was a constant.
I guess I shouldn't have, since you did refer to $d\mathbf q$, suggesting $\mathbf q$ depends on $\mathbf x$.
 
  • #12
To all that mentioned Jacobians: (sighs) Yup. That's what I was looking for. I thought it would be something simple!

Thanks to all!

-Dan
 

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