[Math] Why can all invertible matrices be row reduced to the identity matrix

linear algebra

All my textbook has covered so far is this:

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But then the textbook hits me with this:

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which basically tells me that an invertible matrix can be row reduced to I (multiplying on the left by elementary matrices I just learned is equivalent to a series of row operations). Why is this? I don't really find this intuitive.

Best Answer

Depending on which basics of linear algebra you've covered so far, it should be straightforward to check that:

  • A matrix is invertible if and only if its row reduced echelon form is invertible
  • A matrix in row reduced echelon form is invertible if and only if it is the identity matrix