Contraction of a rank 4 tensor

Click For Summary
SUMMARY

The discussion focuses on contracting a rank 4 tensor, specifically T[ab][cd], with covariant rank 2 and contravariant rank 2 indices to achieve a scalar value. The contraction process involves summing over indices where one index is in an upper slot and the corresponding index is in a lower slot, exemplified by T^{ab}{}_{ab} = ∑ T^{ij}{}_{ij}. It is clarified that T^{ab}{}_{ab} is not equal to T^{ab}{}_{ba}, emphasizing the importance of index matching in tensor contraction. The challenge arises when the indices do not match, specifically when a does not equal c and b does not equal d, leading to questions about converting T[ab/cd] to T[ab/ab].

PREREQUISITES
  • Understanding of tensor notation and indices
  • Familiarity with covariant and contravariant tensors
  • Knowledge of tensor contraction principles
  • Basic grasp of linear algebra concepts
NEXT STEPS
  • Study the properties of covariant and contravariant tensors
  • Learn about tensor contraction techniques in detail
  • Explore examples of rank 4 tensor operations
  • Investigate the implications of index matching in tensor calculus
USEFUL FOR

Mathematicians, physicists, and engineers working with tensor analysis, particularly those involved in fields such as general relativity or continuum mechanics.

Warren2007
Messages
2
Reaction score
0
I'm trying to contract a rank 4 tensor with covariant rank 2 and contravariant rank 2 with four different indices

[T[ab][cd]]

to get a scalar value T and I have no idea how to do it as I'm sure a or b does not equal c or d.

Any help would be much appreciated.
 
Physics news on Phys.org
You contract a tensor by putting the same index in one up slot and one down slot and summing. So one way to contract T^{ab}{}_{cd} down to a scalar would be as T^{ab}{}_{ab} = \sum_{i, j} T^{ij}{}_{ij}. Note that this is not necessarily equal to T^{ab}{}_{ba} = \sum_{i, j} T^{ij}{}_{ji}! (Here i, j are indices; if you are dealing with tensors over an n-dimensional space, then 1 \leq i, j \leq n is the range of the sums.)
 
But if a does not equal c and b does not equal d then how do you convert T[ab/cd] to T[ab/ab].
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 15 ·
Replies
15
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K