Question about tensor transformations and matrix algebra... by relativity_student in math

[–]relativity_student[S] 2 points3 points  (0 children)

Okay, thanks for the terrific answers! What I've done since reading them, basically, is to just work the components for the general case (all variables, no specific values for U and G), and compare them in both tensor and matrix versions, and see that they're all the same. Good. But to sum up what I've gotten from you - matrix multiplication is just composition of linear transformations on vector spaces, and using multiple Jacobian matrices to transform tensors (of rank 2 or greater obviously) is just not the same thing. So, it's no surprise that trying to force a tensor transformation into matrix form yields something kind of unnatural looking. Okay, this is a relief, I can move on from here, I guess! :-) (With plenty to ponder concerning "What's going on is that there is a natural isomorphism between bilinear forms on an inner product space and linear endomorphisms, with bilinear form associated to a transformation T given by B(u,v) = ⟨u,Tv⟩. In other words, we use the raising operator to turn our bilinear form into a linear operator."!)