[Math] Einstein Notation Of An Inverse Matrix

index-notation

When we look at a matrix $A$ as a linear map, we write the element of the matrix as $a^{i}_{j}$ so the inverse matrix will be?

In the case of bilinear form for $a_{ij}$ the inverse is $a^{ij}$ or $a^{ji}$?

Best Answer

In general, inversion has nothing to do with raising or lowering indices. E.g. see the inverse of the Ricci tensor here.

One exception to this is the metric tensor $g$, where: $g^{ij}=[g^{-1}]^{ij}$ from $g_{ij}$.

For $a_{ij}$, we have $a^{\alpha\beta} = g^{\alpha i}g^{\beta j}a_{ij}$. For a matrix to be an inverse, we need $M_{ik} [M^{-1}]^{kj} = \delta_j^i$. So $a^{ik}a_{kj}=g^{i \alpha}g^{k \beta}a_{\alpha\beta} a_{kj}$. Only in rather special cases would this equal $\delta_j^i$.

There is a nice answer for inverses in indicial notation here. It says (in $n$D): $$ [A^{-1}]_\nu^\eta= n\left[ \varepsilon^{i_1\ldots i_n} \varepsilon_{j_1\ldots j_n} A^{j_1}_{i_1} \ldots A^{j_n}_{i_n} \right]^{-1} \varepsilon^{\eta i_2\ldots i_n}\varepsilon_{\nu j_2\ldots j_n} A^{j_2}_{i_2} \ldots A^{j_n}_{i_n} $$

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