Inverse matrix notation question

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Discussion Overview

The discussion centers around the interpretation of the notation (M_{ij})^{-1} for a matrix \textbf{M} with elements m_{ij}. Participants explore whether this notation could be understood as representing a matrix with elements 1/m_{ij} instead of the conventional inverse matrix.

Discussion Character

  • Debate/contested

Main Points Raised

  • One participant argues that (M_{ij})^{-1} should be interpreted in the usual sense of an inverse matrix, where \textbf{M} \textbf{M}^{-1} = I.
  • Another participant suggests that the only scenario where (M_{ij})^{-1} could represent a matrix with elements 1/m_{ij} is if matrix multiplication is defined component-wise, but notes this is not a common practice.
  • A different participant expresses discomfort with the notation (M_{ij})^{-1}, stating that M_{ij} refers to a specific matrix element rather than the matrix itself, and criticizes the use of lowercase m for matrix components.
  • This participant provides an example of a diagonal matrix and its inverse, illustrating that even in that case, (M_{ij})^{-1} does not equal 1/m_{ij} due to off-diagonal elements.
  • A later reply acknowledges the helpfulness of the discussion and notes the original matrix in question is not diagonal, reinforcing the concern about the notation.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the interpretation of the notation (M_{ij})^{-1}. Multiple competing views remain regarding its meaning and appropriate usage.

Contextual Notes

There are limitations in the discussion regarding the definitions of matrix multiplication and the implications of using specific notations, which remain unresolved.

SamanthaYellow
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I'm hoping that you can help me settle an argument. For a matrix \textbf{M} with elements m_{ij}, is there any sitaution where the notation (M_{ij})^{-1} could be correctly interpreted as a matrix with elements 1/m_{ij}?

Personally I interpret (M_{ij})^{-1} in the usual sense of an inverse matrix, where it would have the property \textbf M \textbf M^{-1} = I, but perhaps there are other interpretations that I don't know about. Thanks!
 
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The only interpretation I can think of is when you define matrix multiplication component-wise. In this case, the invertible matrices would be the ones with non-zero values, and the matrix you describe would be the inverse. Note that the identity matrix would be the one with 1's as values. I don't think this is commonly used.
 
I'm not a fan of the notation ##(M_{ij})^{-1}##, mainly because ##M_{ij}## should refer to the component on row i, column j, not the matrix itself. I'm also not a fan of using a lowercase m for the components, because that prevents us from writing the definition of matrix multiplication in what I consider the obviously best way: ##(AB)_{ij}=\sum_k A_{ik}B_{kj}##. I find it very puzzling that some authors go out of their way to avoid this notation, by writing things like "if ##C=AB##, then ##c_{ij}=\sum_k a_{ik}b_{kj}##".

If M is a diagonal matrix, for example
\begin{pmatrix}2 & 0 & 0\\ 0 & 3 & 0\\ 0 & 0 & 4\end{pmatrix} then its inverse is simply
\begin{pmatrix}\frac 1 2 & 0 & 0\\ 0 & \frac 1 3 & 0\\ 0 & 0 & \frac 1 4\end{pmatrix} But even if M is diagonal, and we use horrible notation, we still don't quite have ##(M_{ij})^{-1}=1/m_{ij}## because the off-diagonal elements of ##M^{-1}## aren't 1/0.
 
Last edited:
This is helpful. The matrix in question isn't diagonal, and that's a good point about 1/0. Hopefully I can convince this other person to change their notation!
 

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