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The inverse of a given square matrix, $A$, is the matrix $A^{-1}$ such that $AA^{-1}$ is the identity matrix.

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Tolerance for pseudoinverse

I suspect that MATLAB does that because the machine epsilon is either the smallest value it can represent accurately or because it's the smallest value the it considers useful or worth bothering with. …
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