Any tensor can be uniquely broken down into a symmetric part and an anti-symmetric part. A tensor is symmetric if it remains unchanged when its indices are swapped ( $S_{i j}=S_{j i}$ ), while it's anti-symmetric if swapping indices changes its sign $\left(A_{i j}=-A_{j i}\right)$. The core principle is that if a tensor is "purely" one type, the other part vanishes. For example, the symmetric component of an anti-symmetric tensor is zero, as the definition of anti-symmetry ( $A_{i j}=-A_{j i}$ ) cancels out the terms in the symmetrization formula. Similarly, the anti-symmetric component of a symmetric tensor is zero because the terms in the anti-symmetrization formula cancel out. Conversely, applying a symmetrization operation to a symmetric tensor, or an anti-symmetrization operation to an anti-symmetric tensor, simply returns the original tensor, as they are already in their "pure" form. This confirms that these operations are designed to isolate a specific property of the tensor without altering its fundamental nature.

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✍️Mathematical Proof

$\complement\cdots$Counselor

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• Decomposition: Any tensor can be uniquely decomposed into a symmetric part and an anti-symmetric part.
• Definitions:
• A symmetric tensor remains unchanged when its indices are swapped ( $S_{i j}=S_{j i}$ ).
• An anti-symmetric tensor changes its sign when its indices are swapped ( $A_{i j}=-A_{j i}$ ).
• Vanishing Components: The symmetric part of a purely anti-symmetric tensor is zero, and the anti-symmetric part of a purely symmetric tensor is zero. This confirms that these tensors are "pure" and lack the opposite component.
• Self-Identity: The symmetric part of a symmetric tensor is the tensor itself, and the antisymmetric part of an anti-symmetric tensor is the tensor itself. The operations of symmetrization or anti-symmetrization don't change a tensor that already possesses that specific property.

✍️Mathematical Proof

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1. Derivation of Tensor Transformation Properties for Mixed Tensors
2. The Polar Tensor Basis in Cartesian Form
3. Verifying the Rank Two Zero Tensor
4. Tensor Analysis of Electric Susceptibility in Anisotropic Media
5. Analysis of Ohm's Law in an Anisotropic Medium
6. Verifying Tensor Transformations
7. Proof of Coordinate Independence of Tensor Contraction
8. Proof of a Tensor's Invariance Property
9. Proving Symmetry of a Rank-2 Tensor
10. Tensor Symmetrization and Anti-Symmetrization Properties
11. ‣

🧄Proof and Derivation-1

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