Linear and multilinear algebra; matrix theory Proposition
Properties of invertible matrices
Builds on Invertible matrixRow equivalenceReduced row echelon form
Statement
Let be an matrix. The following four facts hold.
- The matrix is invertible if and only if is row equivalent to the identity matrix .
- If is invertible, then for each vector the equation has the solution .
- If is invertible, then row reducing the augmented matrix gives its reduced row echelon form . This is a way to compute .
- If and are invertible matrices, then is invertible and .
Remarks
Fact 2 follows by multiplying both sides of on the left by .
Fact 4 is checked by the product .
Reading path
To understand this page from the ground up, read these 4 pages in order. The foundations come first.
Show the path as a graph
- no evidence level
- Invertible matrix concept
- Reduced row echelon form concept
- Row equivalence concept
- Properties of invertible matrices statement
Further reading
About this page
| Tag | KAJZSCZQ5C |
|---|---|
| URI | m2://KAJZSCZQ5C |
| Kind | statement, proposition |
| Writing | W0 stub |
| MSC | 15A09 |
| Status | This copy of the site has no build data. Run m2 status KAJZSCZQ5C. |
| Uses | Invertible matrix, Row equivalence, Reduced row echelon form |
| Changed | 4 November 2026 |
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