Derivative of Symmetric Tensor with Respect to a Component

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Homework Help Overview

The discussion revolves around the derivative of a symmetric tensor expression with respect to a component, specifically focusing on the expression a_{ij}x^ix^j. Participants are exploring the implications of tensor calculus and the application of the Leibniz rule in this context.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the nature of the expression, questioning whether it is a tensor or a scalar. There are attempts to clarify the application of the delta-Kronecker invariant tensor and the use of the Leibniz rule. Some participants also raise questions about the assumptions regarding the constancy of tensor components and the interpretation of indices involved in the derivative.

Discussion Status

The discussion is active, with various interpretations being explored. Some participants provide guidance on the correct application of mathematical principles, while others seek clarification on specific aspects of the problem. There is recognition of the need for clarity in presentation and notation.

Contextual Notes

Participants note that the components of the tensor a_{ij} are assumed to be constant, and there is an emphasis on the significance of dummy and free indices in the context of the derivative being discussed.

JohanL
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the derivative of a tensor

[tex] a_{ij}x^ix^j[/tex]

with respect to [tex]x^k[/tex], k=2 and i,j = 1,2,3.

solution:

[tex] \frac {d} {dx^k}a_{ij}x^ix^j =<br /> a_{ij}\frac {dx^i} {dx^k}x^j + a_{ij}x^i \frac {dx^j} {dx^k} =<br /> a_{2j}x^j + a_{i2}x^i =<br /> a_{21}x^1 + a_{22}x^2 + a_{23}x^3 + a_{12}x^1 + a_{22}x^2 + a_{32}x^3<br /> [/tex]

is that correct?
 
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That's not a tensor,but a scalar.

Are u familiar with the delta-Kronecker invariant tensor ??

Daniel.
 
My misstake...the problem was to calculate the derivative of that _expression_...not tensor.
Did i do it correct?
yes...i am familiar with the delta-Kronecker invariant tensor.
 
[tex]\frac{\partial x^{i}}{\partial x^{k}} =...?[/tex]

If you know that,u could just apply the Leibniz rule and then the summation convention.

Daniel.
 
Are you given that the components of the tensor aij are constant? You seem to be assuming that.
 
yes the components of [tex]a_{ij}[/tex] is constant.

i used that

[tex]\frac{\partial x^{i}}{\partial x^{k}} = \delta^i{}_{k}[/tex]

and Leibnitz rule and the summation convention.

i thought i had the right answer?
 
Note that
[tex]\frac {d} {dx^k}a_{ij}x^ix^j[/tex] has two "dummy-indices [involved in summation]", namely, i and j, and one "free-index [not involved in summation]", k. So, the right-hand side must also have the free-index k.
 
That's actually [itex]\delta_{i}^{k}[/itex],because it is a symmetric invariant tensor.

Daniel.
 
dextercioby said:
That's actually [itex]\delta_{i}^{k}[/itex],because it is a symmetric invariant tensor.

Daniel.

I think the indices are flipped. They should be
[tex]\displaystyle\frac{\partial x^{i}}{\partial x^{k}} = \delta_{k}^{i}[/tex]
... but it's a good idea to preserve the "slots" and write [itex]\delta_{k}{}^{i}[/itex] or [itex]\delta^{i}{}_{k}[/itex].
 
  • #10
robphy said:
Note that
[tex]\frac {d} {dx^k}a_{ij}x^ix^j[/tex] has two "dummy-indices [involved in summation]", namely, i and j, and one "free-index [not involved in summation]", k. So, the right-hand side must also have the free-index k.

k=2...but maybe that doesn't matter.
 
  • #11
Ok, I see now that it's a issue of clarity of presentation.
You are correct, but I would have written your initial post as

[tex] \begin{align*}<br /> \frac {d} {dx^k}a_{ij}x^ix^j &=<br /> a_{ij}\frac {dx^i} {dx^k}x^j + a_{ij}x^i \frac {dx^j} {dx^k} \\<br /> &=a_{ij} \delta^i{}_k x^j + a_{ij}x^i \delta^j{}_k\\<br /> &=a_{kj} x^j + a_{ik}x^i \mbox{ which is a co-vector.}<br /> \\<br /> \intertext{Now, with k=2,}<br /> \frac {d} {dx^2}a_{ij}x^ix^j <br /> &=<br /> a_{2j}x^j + a_{i2}x^i <br /> \\&=<br /> a_{21}x^1 + a_{22}x^2 + a_{23}x^3 + a_{12}x^1 + a_{22}x^2 + a_{32}x^3 \mbox{ which is the 2-component of that co-vector}<br /> \end{align*}[/tex]
 
  • #12
Incidentally that matrix "a" is symmetrical (or if it isn't,the contracted tensor product selects the symmetrical part),so in the final result there should be a 2...

Daniel.
 
  • #13
dextercioby said:
Incidentally that matrix "a" is symmetrical (or if it isn't,the contracted tensor product selects the symmetrical part),so in the final result there should be a 2...

Daniel.

I think what you mean is this:

[tex]\begin{align*}\frac {d} {dx^k}a_{ij}x^ix^j &=a_{ij}\frac {dx^i} {dx^k}x^j + a_{ij}x^i \frac {dx^j} {dx^k} \\<br /> &=a_{ij} \delta^i{}_k x^j + a_{ij}x^i \delta^j{}_k\\<br /> &=a_{kj} x^j + a_{ik}x^i\\<br /> &=a_{k\color{red}{i}} x^{\color{red}{i}} + a_{ik}x^i\\<br /> &=\left( a_{ki} + a_{ik} \right) x^i\\<br /> &=\left( 2 a_{ik}^S \right) x^i = 2 a_{ik}^Sx^i \\<br /> \end{align*}[/tex]
So, with k=2,
[tex]\begin{align*}<br /> \frac {d} {dx^2}a_{ij}x^ix^j <br /> &= 2 a_{i2}^Sx^i = 2\left( a_{12}^Sx^1 + a_{22}^Sx^2 + a_{32}^Sx^3\right)<br /> \end{align*}[/tex]
which is equal to what is in the original post.
 

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