What is the Trace of a Fourth Rank Tensor in Index Notation?

  • Context: Undergrad 
  • Thread starter Thread starter binbagsss
  • Start date Start date
  • Tags Tags
    Trace
Click For Summary
SUMMARY

The trace of a fourth rank tensor can be expressed using the contraction of its indices, specifically through the formula $\eta_{ab}\eta_{cd}R^{acbd}$ for the Riemann tensor, which utilizes the symmetry properties of the tensor. The concept of trace extends beyond matrices, serving as an invariant quantity across various mathematical contexts, including field extensions and the differentiation of determinants. For a general fourth rank tensor, the trace can be artificially defined through tensor product notation, allowing for a structured approach to tensor decompositions. Further exploration of tensor contraction can be found in the provided Wikipedia resources.

PREREQUISITES
  • Understanding of tensor index notation
  • Familiarity with tensor contraction principles
  • Knowledge of the Riemann tensor and its properties
  • Basic concepts of invariant quantities in mathematics
NEXT STEPS
  • Study the generalization of tensor contraction as outlined in the Wikipedia article on tensor contraction
  • Explore the properties and applications of the Riemann tensor in the theory of relativity
  • Learn about tensor decompositions and their significance in higher-dimensional mathematics
  • Investigate the role of traces in various mathematical contexts, including characteristic polynomials and determinants
USEFUL FOR

Mathematicians, physicists, and students studying advanced topics in tensor analysis, particularly those interested in the applications of tensors in relativity and mechanics.

binbagsss
Messages
1,291
Reaction score
12
What is the general expression for the trace of a fourth rank tensor? Do you sum over possibilities of contractions with some factor?

So, for instance, for the Riemann tensor, it is given by:

$\eta_{ab}\eta_{cd}R^{acbd}$

due to these being independent contractions due to the symmetry properties the Riemann tensor obeys.

But what would it be for a general fourth rank tensor?

Thanks
 
Physics news on Phys.org
Is it even defined for tensors of rank higher than 2?
 
  • Like
Likes   Reactions: fresh_42
binbagsss said:
What is the general expression for the trace of a fourth rank tensor? Do you sum over possibilities of contractions with some factor?

So, for instance, for the Riemann tensor, it is given by:

$\eta_{ab}\eta_{cd}R^{acbd}$

due to these being independent contractions due to the symmetry properties the Riemann tensor obeys.

But what would it be for a general fourth rank tensor?

Thanks
Why do you want to know this? Or better: what is the trace to you?

The trace is not only a formula. We can define it for matrices by the characteristic polynomial, for field extensions, or what we get if we differentiate the determinant at ##1##. It is an invariant quantity (versus change of basis).

You can artificially define a trace. $$V\otimes V\otimes V\otimes V \cong \underbrace{(V\otimes V)}_{=:W}\otimes \underbrace{(V\otimes V)^*}_{=:W^*}
$$
is a matrix, i.e. an endomorphism of ##W.## As such, it has a trace.
See https://en.wikipedia.org/wiki/Tensor_contraction for the "official" generalization. You will find a better explanation on the German version https://de.wikipedia.org/wiki/Tensorverjüngung of it. If you use Chrome, then right-click on the page for a translation. It will give you at least the important sentence:
Applications can be found e.g. B. in the theory of relativity[3] (see also length contraction), mechanics[4] etc.[5]
with corresponding links that is not part of the English version (or not in that wording).
 
Last edited:
I am not too familiar with tensor product notation etc, is is possible to answer using tensor index notation?

why? looking at tensor decompositions of fourth rank tensors.
 
binbagsss said:
I am not too familiar with tensor product notation etc, is is possible to answer using tensor index notation?

why? looking at tensor decompositions of fourth rank tensors.
See the two Wikipedia pages for index notation and the links I quoted.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
9K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 22 ·
Replies
22
Views
4K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 1 ·
Replies
1
Views
5K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 10 ·
Replies
10
Views
3K
Replies
4
Views
7K