Linear Algebra/Tensor Algebra: Symmetry of a (1,1) tensor.

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SUMMARY

The discussion focuses on proving that a symmetric (1,1) tensor A on a differentiable manifold M can be expressed as A^i_j = λδ^i_j, where λ is a real number. Participants emphasize the importance of the change of basis formula and the properties of symmetric matrices, particularly that a symmetric real matrix possesses a complete set of orthogonal eigenvectors. The challenge lies in demonstrating that if A is diagonal with unequal diagonal elements, it cannot be symmetric in some basis, suggesting a deeper exploration of tensor properties and basis transformations.

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  • Knowledge of symmetric matrices and their properties
  • Concept of basis transformations in linear algebra
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Homework Statement


Let M be a differentiable manifold, p \in M.
Suppose A \in T_{1,p}^1(M) is symmetric with respect to its indices (i.e. A^i_j = A^j_i) with respect to every basis.
Show that A^i_j = \lambda \delta^i_j, where \lambda \in \mathbb{R}.

Homework Equations



The Attempt at a Solution


I've tried various ways of using the change of basis formula to arrive at the desired result, but I can't make it work. I imagine I need to use something else that I'm not thinking of.
 
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Do you know that a symmetric real matrix has a complete set of orthogonal eigenvectors? That means A is diagonal in some basis. Now can you show if A is diagonal in some basis with unequal diagonal elements, then it is not symmetric in some basis? Construct that basis from the original diagonal basis. It would be quite enough to do this for a 2x2 matrix.
 
I don't think we're supposed to use eigenvectors, but I'll give that a shot, thanks!

Any other ideas? I'm way too stumped given how seemingly simple this thing is (especially compared to the rest of the assignment).
 

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