Use the Einstein summation convention. Substitute the given basis transformation into the expansion of the vector:By linear independence of the basis vectors, . In matrix notation . A rotation matrix is orthogonal, so multiplication by givesThe placement of the transpose follows from the specified convention . It must not be guessed from a different convention for an active rotation of a vector.
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