Define covariant and contra variant tensors.
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Another Explanation (5):
A tensor is covariant if its components transform in the same way as the basis vectors under a change of coordinates. A tensor is contravariant if its components transform in the opposite way as the basis vectors.
More formally:
Let Tij represent a tensor component in one coordinate system, and T'i'j' represent the corresponding component in a transformed coordinate system. Let Ai'i be the transformation matrix relating the basis vectors. Then:
- Covariant: T'i' = Aii' Ti
- Contravariant: T'i' = Ai'i Ti
Note that indices are used to indicate covariance (subscript) and contravariance (superscript).