Understanding Coordinate Transformation of a Tensorial Relation

In summary, the covariant derivative of a contravariant vector "transforms" as follows: the first term is the transformation of the covariant derivative of the original vector into a tensor, while the second and third terms are the transformation of the tensor into the covariant derivative of the original vector and the contravariant derivative of the original vector, respectively.
  • #1
Arman777
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Let us suppose we have a covariant derivative of a contravariant vector such as

$$\nabla_{\mu}V^{\nu}=\partial_{\mu}V^{\nu} + \Gamma^{\nu}_{\mu \lambda}V^{\lambda}$$

If ##\Delta_{\mu}V^{\nu}## is a (1,1) Tensor, it must be transformed as

$$\nabla_{\bar{\mu}}V^{\bar{\nu}} = \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}\nabla_{\mu}V^{\nu}$$

Or

$$\nabla_{\bar{\mu}}V^{\bar{\nu}} = \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}[\partial_{\mu}V^{\nu} + \Gamma^{\nu}_{\mu \lambda}V^{\lambda}]$$

Now my question is does ##\frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}## acts a differential or it acts like a multiplication on the ##[\partial_{\mu}V^{\nu} + \Gamma^{\nu}_{\mu \lambda}V^{\lambda}]## ?

So which of these expressions is true

1) $$\frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}(\partial_{\mu})V^{\nu} + \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}(V^{\nu} )\partial_{\mu} + \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}(\Gamma^{\nu}_{\mu \lambda}) V^{\lambda}+ \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}(V^{\lambda})\Gamma^{\nu}_{\mu \lambda}$$

2)$$\frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}\partial_{\mu}V^{\nu} + \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}\Gamma^{\nu}_{\mu \lambda}V^{\lambda}$$

In principle the correct equation need to be 1 I guess but I cannot be sure somehow.

I am was doing inverse operations of these equations (showing that ##\nabla_{\bar{\mu}}V^{\bar{\nu}}## transforms as a tensor) and I have obtained something like this
1617799404871.png

1617799262293.png


There are extra two terms which I cannot explain why are they. The only logical explanation seemed to be that the ##\frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}## must act as a differential operation on ##[\partial_{\mu}V^{\nu} + \Gamma^{\nu}_{\mu \lambda}V^{\lambda}]##
 
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  • #2
##\frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}## is just a number and not a differential operator, so you should absolutely not 'apply Leibnitz' like you've done in option (1)!
 
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  • #3
(2) - the differential operator is acting on ##V##.

Also, careful with ##\nabla## vs ##\Delta##.
 
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  • #4
I was doing these calculations
1617799845918.png


and the first and the last terms seems extra. Are they 0 or am I missing something in this derivation ? Thats actually why I asked this question but it seems I am doing something wrong..

As you know to show ##\nabla_{\bar{\mu}}V^{\bar{\nu}}## transforms as a tensor I need to write it as $$\nabla_{\bar{\mu}}V^{\bar{\nu}} = \frac{ \partial x^{\bar{\nu}}}{\partial x^\nu}\frac{\partial x^{\mu}}{\partial x^{\bar{\mu}}}\nabla_{\mu}V^{\nu}$$ which I cannot do at this moment
 
  • #5
Although they were a little sloppy re-using the index ##\lambda## in their fourth line of equations, the working in the image looks okay? I have the feeling the first of those terms vanishes, because
$$\cancel{\frac{\partial^2 x^{\bar{\nu}}}{\partial x^{\bar{\mu}} \partial x^{\nu}} = \frac{\partial^2 x^{\bar{\nu}}}{ \partial x^{\nu} \partial x^{\bar{\mu}}} = \frac{\partial}{\partial x^{\nu}} \delta^{\bar{\nu}}_{\bar{\mu}} = 0}$$however I don't know how to show the second of those terms vanishes. Let's hope someone gives a hint! :smile:
 
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  • #6
etotheipi said:
Although they were a little sloppy re-using the index λ in their fourth line of equations,
That is my typing. I did those calculations.
etotheipi said:
however I don't know how to show the second of those terms vanishes. Let's hope someone gives a hint!
Yeah I could not see a mistake either. I am kind of stuck here
 
  • #7
I suggest not writing things like
$$
\frac{\partial^2 x^{\bar \nu}}{\partial x^{\bar \mu} \partial x^\nu}
$$
with derivatives that are using different coordinates as they generally do not commute. What you want to write is instead something like
$$
\partial_{\bar \mu} \frac{\partial x^{\bar \nu}}{\partial x^\nu}
$$
as it is much clearer what is intended.

I suggest you do the following:
  1. Rename the dummy index ##\nu## in the first term to ##\lambda##. This will allow you to factor out ##V^\lambda## from the superfluous terms.
  2. Note that $$\frac{\partial^2 x^\nu}{\partial x^{\bar \mu} \partial x^{\bar \lambda}} \frac{\partial x^{\bar \lambda}}{\partial x^\lambda} = \partial_{\bar \mu}\left( \frac{\partial x^\nu}{\partial x^{\bar \lambda}} \frac{\partial x^{\bar \lambda}}{\partial x^\lambda} \right) - \frac{\partial x^\nu}{\partial x^{\bar \lambda}} \partial_{\bar\mu} \frac{\partial x^{\bar \lambda}}{\partial x^\lambda}$$ and go from there.
 
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  • #8
etotheipi said:
Although they were a little sloppy re-using the index ##\lambda## in their fourth line of equations, the working in the image looks okay? I have the feeling the first of those terms vanishes, because$$\frac{\partial^2 x^{\bar{\nu}}}{\partial x^{\bar{\mu}} \partial x^{\nu}} = \frac{\partial^2 x^{\bar{\nu}}}{ \partial x^{\nu} \partial x^{\bar{\mu}}} = \frac{\partial}{\partial x^{\nu}} \delta^{\bar{\nu}}_{\bar{\mu}} = 0$$however I don't know how to show the second of those terms vanishes. Let's hope someone gives a hint! :smile:
No, the derivatives do not commute, this is precisely what I warned about in #7.
 
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  • #9
Orodruin said:
I suggest not writing things like
$$
\frac{\partial^2 x^{\bar \nu}}{\partial x^{\bar \mu} \partial x^\nu}
$$
with derivatives that are using different coordinates as they generally do not commute. What you want to write is instead something like
$$
\partial_{\bar \mu} \frac{\partial x^{\bar \nu}}{\partial x^\nu}
$$
as it is much clearer what is intended.

I suggest you do the following:
  1. Rename the dummy index ##\nu## in the first term to ##\lambda##. This will allow you to factor out ##V^\lambda## from the superfluous terms.
  2. Note that $$\frac{\partial^2 x^\nu}{\partial x^{\bar \mu} \partial x^{\bar \lambda}} \frac{\partial x^{\bar \lambda}}{\partial x^\lambda} = \partial_{\bar \mu}\left( \frac{\partial x^\nu}{\partial x^{\bar \lambda}} \frac{\partial x^{\bar \lambda}}{\partial x^\lambda} \right) - \frac{\partial x^\nu}{\partial x^{\bar \lambda}} \partial_{\bar\mu} \frac{\partial x^{\bar \lambda}}{\partial x^\lambda}$$ and go from there.
Let me try that, thanks for the info
 
  • #10
Ah, I think I got it with the hint! @Orodruin why don't the partial derivatives with respect to different coordinates commute?
 
  • #11
I get this..
1617804625644.png

Can we eliminate ##\partial x^{\bar{\lambda}}## and write
1617804820419.png

otherwise I am stuck.
 
  • #12
etotheipi said:
Ah, I think I got it with the hint! @Orodruin why don't the partial derivatives with respect to different coordinates commute?
Because the commutation of the partial derivatives requires that the derivatives are taken with respect to independent variables. This is easiest to see in one dimension with coordinates ##x## and ##y##, respectively:
$$
\frac{d}{dx} \frac{df}{dy} = \frac{d}{dx}\left(\frac{dx}{dy} \frac{df}{dx}\right)
= \frac{dx}{dy} \frac{d^2 f}{dx^2} + \frac{df}{dx} \frac{d}{dx} \frac{dx}{dy}
= \frac{d}{dy} \frac{df}{dx} + \frac{df}{dx} \frac{dy}{dx} \frac{d^2 x}{dy^2}.
$$
In other words, the commutator of the derivatives is non-zero if the second derivative of the coordinate transformation is non-zero.

Edit: For the general n-dimensional case you will have to add a lot of indices, but the general idea remains the same.
 
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  • #13
Arman777 said:
I get this..
View attachment 281074
Can we eliminate ##\partial x^{\bar{\lambda}}## and write
View attachment 281075
otherwise I am stuck.
That's just applying ##\partial x^{\bar\nu}/\partial x^{\bar \lambda} = \delta^{\bar\nu}_{\bar \lambda}## (alternatively, the chain rule).
 
  • #14
Orodruin said:
That's just applying ##\partial x^{\bar\nu}/\partial x^{\bar \lambda} = \delta^{\bar\nu}_{\bar \lambda}## (alternatively, the chain rule).
I see. Since $$\partial_{\bar{\mu}}(\frac{\partial x^{\bar{\lambda}}}{\partial x^{\lambda}})\frac{\partial x^{\bar{\nu}}}{\partial x^{\bar{\lambda}}}$$ I thought we may not apply it here. So the problem is solved I guess. Thank you all for the help

Note: For instance if I not write ##\delta^{\bar{\nu}}_{\bar{\lambda}}## and just cancel is it wrong?
 
  • #15
Arman777 said:
I see. Since $$\partial_{\bar{\mu}}(\frac{\partial x^{\bar{\lambda}}}{\partial x^{\lambda}})\frac{\partial x^{\bar{\nu}}}{\partial x^{\bar{\lambda}}}$$ I thought we may not apply it here. So the problem is solved I guess. Thank you all for the help
If that is what you got then you got something different from me. I would expect both of the derivatives to be acted upon by the ##\partial_{\bar\mu}##. Can you post your work?
 
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  • #16
Orodruin said:
If that is what you got then you got something different from me. I would expect both of the derivatives to be acted upon by the ##\partial_{\bar\mu}##. Can you post your work?
1617806521657.png
 
  • #17
Right, sorry. It is still using that ##\partial x^{\bar \nu}/\partial x^{\bar\lambda} = \delta^{\bar\nu}_{\bar\lambda}##, which is a constant that can be freely moved inside the derivative. It is, however, not using the chain rule.
 
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  • #18
Orodruin said:
Right, sorry. It is still using that ##\partial x^{\bar \nu}/\partial x^{\bar\lambda} = \delta^{\bar\nu}_{\bar\lambda}##, which is a constant that can be freely moved inside the derivative. It is, however, not using the chain rule.
Okay then, nice.
 
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FAQ: Understanding Coordinate Transformation of a Tensorial Relation

What is a tensorial relation?

A tensorial relation is a mathematical representation of the relationship between two sets of data, where each set of data has multiple components or dimensions. It is used in physics, engineering, and other scientific fields to describe the behavior of physical systems.

Why is coordinate transformation important in understanding tensorial relations?

Coordinate transformation is important because it allows us to express the same tensorial relation in different coordinate systems. This is useful because different coordinate systems may be more convenient or appropriate for describing certain physical phenomena, and being able to transform between them allows for a more comprehensive understanding of the relationship between the data sets.

How is a tensorial relation affected by a change in coordinate system?

A tensorial relation is affected by a change in coordinate system through the use of transformation matrices. These matrices are used to convert the components of the tensor from one coordinate system to another. The tensor itself remains the same, but its components may change in value depending on the transformation.

What are the different types of tensorial relations?

There are three main types of tensorial relations: covariant, contravariant, and mixed. In a covariant tensorial relation, the components of the tensor change in the same way as the coordinate system changes. In a contravariant tensorial relation, the components change in the opposite way as the coordinate system changes. Mixed tensorial relations have a combination of both covariant and contravariant components.

How can understanding coordinate transformation of a tensorial relation be applied in real-world situations?

Understanding coordinate transformation of a tensorial relation is essential in many scientific fields, such as physics, engineering, and computer science. It can be applied in real-world situations to analyze and model physical systems, design and optimize structures and machines, and develop algorithms for data processing and analysis. It is also used in areas such as computer graphics, where transformations are used to manipulate and display 3D objects on a 2D screen.

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