How do you differentiate between the inner and lower indices on a Lambda tensor?

In summary, the differentiation between inner and lower indices on a Lambda tensor involves understanding their roles in tensor notation and operations. Inner indices typically refer to components that are summed over during tensor contractions, while lower indices denote the components of the tensor that transform under a change of basis. This distinction is crucial for correctly manipulating tensors in various mathematical contexts, such as in differential geometry and theoretical physics.
  • #1
QuarkMaster
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TL;DR Summary
tensors relativity
$$ {\Lambda}^{i}_{j} $$

When indices are written on top of one another I am confused wich is the inner index and which is the lower one when we lower the upper index.
 
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  • #2
Yeah, I hate that sloppiness too (welcome to theoretical physics). :headbang:

Sometimes you can figure it out from the context. Do you have a specific example where you saw this?
 
  • #3
strangerep said:
Yeah, I hate that sloppiness too (welcome to theoretical physics). :headbang:

Sometimes you can figure it out from the context. Do you have a specific example where you saw this?
Just in general I often see this in physics books and get confused. So how am one supposed to know?
 
  • #4
You'll have to dig up a specific example. I can't help you in a vacuum.
 
  • #5
strangerep said:
You'll have to dig up a specific example. I can't help you in a vacuum.
$$ {\eta}^{\mu\nu} = {\Lambda}^{\mu}_{\sigma} {\Lambda}^{\nu}_{\gamma}{\eta}^{\sigma\gamma} $$
This expression. I am trying to write it without the indices, but don't know where they go on the lambda tensor
 
  • #6
I'd think of it like this:$$ {\eta}^{\mu\nu} ~=~ {\Lambda}^{\mu}_{~\;\sigma} {\Lambda}^{\nu}_{~\gamma} \, \eta^{\sigma\gamma} ~=~ {\Lambda}^{\mu}_{~\;\sigma} \, \eta^{\sigma\gamma} {(\Lambda^T)}_{\gamma}^{~\;\nu}~.$$If you can re-express the expression in matrix form, in this case ##\,\eta' ~=~ \Lambda \, \eta\, \Lambda^T \,##, it's usually obvious what indices go where.
 
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  • #7
makes sense. Thanks!
 
  • #8
QuarkMaster said:
TL;DR Summary: tensors relativity

$$ {\Lambda}^{i}_{j} $$

When indices are written on top of one another I am confused wich is the inner index and which is the lower one when we lower the upper index.
You are right. It's simply a bad notation. You have to write {\Lambda^{i}}_j, resulting in ##{\Lambda^{i}}_j##. In the Ricci calculus it's crucial to have all the indices placement in both vertical as well as horizontal direction accurate.

The only exception are symmetric tensors, i.e., such that for both indices contravariant or both indices covariant the components don't change under exchange of these arguments, because if
$$T_{ij}=T_{ji}$$
then
$${T^k}_j=\eta^{ki} T_{ij} = \eta^{ki} T_{ji} = {T_j}^k.$$
Then, obviously the horizontal placement is irrelevant.
 
  • #9
QuarkMaster said:
$$ {\eta}^{\mu\nu} = {\Lambda}^{\mu}_{\sigma} {\Lambda}^{\nu}_{\gamma}{\eta}^{\sigma\gamma} $$
This expression. I am trying to write it without the indices, but don't know where they go on the lambda tensor
That's exactly the prime example, where physics texts written in such a sloppy way, get useless!
 
  • #10
QuarkMaster said:
$$ {\eta}^{\mu\nu} = {\Lambda}^{\mu}_{\sigma} {\Lambda}^{\nu}_{\gamma}{\eta}^{\sigma\gamma} $$
This expression. I am trying to write it without the indices, but don't know where they go on the lambda tensor

The object in question, ##\Lambda##, are transformations.

There are unfortunately multiple conventions, but I use the conventions in MTW, and re-write expressions that don't follow the convention I use so that the follow the conventions I use. The conventions I use are as follows, from the text "Gravitation" by MTW, sec $2.9, pg 66.
MTW said:
One never need to memorize the index positions in these transformation laws. One need only line the indices up so that (1) free indices on each side of the equation are in the same position; and (2) summed indices appear once up and once down. Then all will be correct! (Note:the indices on ##\Lambda## always run from "northwest" to "southeast").

If I see something that doesn't meet these rules, I re-write it so that it does. A corollary of this is that transformation objects like ##\Lambda## are written in tensor notation, but aren't
 
  • #11
The index position is crucial, or how else would you make sense of an equation like
[EDIT: Corrected in view of #12]
$${(\Lambda^{-1})^{\mu}}_{\nu} ={\Lambda_{\nu}}^{\mu} = \eta^{\mu \rho} \eta_{\nu \sigma} {\Lambda^{\sigma}}_{\rho}?$$
In matrix notation it's saying that
$$\hat{\Lambda}^{-1}=\hat{\eta} \hat{\Lambda}^{\text{T}} \hat{\eta}.$$
 
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  • #12
@vanhees71 something is wrong with the indices: there is only one ##\rho## - the lowest ##\mu## on the right should also be ##\rho##.
 
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  • #13
You are right. It's not only the positioning of the indices that's important but also their naming ;-). I've corrected the formula.
 

FAQ: How do you differentiate between the inner and lower indices on a Lambda tensor?

What is a Lambda tensor?

A Lambda tensor, often denoted by the Greek letter λ (Lambda), is a mathematical object used in various fields such as physics and engineering to represent multi-dimensional arrays of data. It can have multiple indices, which can be either upper (contravariant) or lower (covariant), and it transforms according to specific rules under coordinate transformations.

What are inner and lower indices in a Lambda tensor?

In a Lambda tensor, inner indices refer to indices that are summed over in tensor contractions, while lower indices are specifically the covariant indices. Inner indices can be either upper or lower, depending on the context of the operation being performed. Lower indices are typically written as subscripts and represent components that transform covariantly.

How do you differentiate between inner and lower indices?

To differentiate between inner and lower indices, you need to consider their positions and roles in tensor operations. Lower indices are always written as subscripts and indicate covariant components. Inner indices, on the other hand, can be either upper or lower and are identified by their involvement in summation operations (tensor contractions). For example, in the expression TijVi, 'i' is an inner index because it is summed over, while 'j' is a lower index.

Why is it important to distinguish between inner and lower indices?

Distinguishing between inner and lower indices is crucial for correctly performing tensor operations and ensuring that the resulting tensors obey the correct transformation laws. Misidentifying these indices can lead to incorrect calculations and interpretations, especially in fields like general relativity and continuum mechanics where tensors play a fundamental role.

Can inner indices also be lower indices?

Yes, inner indices can also be lower indices. The key point is that inner indices are those involved in summation (contraction) operations, regardless of whether they are upper or lower. For example, in the tensor contraction AijBj, 'j' is both an inner index and a lower index in Aij and an upper index in Bj.

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