statement theorem
A matrix is invertible iff its determinant is a unit
Statement
Let be a commutative ring and let be an matrix over . Then is invertible if and only if its determinant is a unit of . In particular, over a field, is invertible if and only if .
Remarks
If is a unit, then the adjugate gives the inverse . Over , the matrix has determinant , but it has no inverse with integer entries. Over a field, this is one of many equivalent conditions for invertibility, with and .
Explanations
L1 human
A real square matrix has an inverse exactly when its determinant is not zero. A zero determinant means that the matrix squeezes space into a lower dimension. Such a squeeze cannot be undone.
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What this needs
To read this node, read these 15 nodes in this order. The foundations come first, and the list ends with this node.
- no evidence level
- Identity matrix object
- Matrix definition
- Vector space definition
- Matrix multiplication definition
- Square matrix definition
- Transpose definition
- Linear map definition
- Invertible matrix definition
- Multilinear map definition
- Alternating multilinear map definition
- Determinant definition
- Minor definition
- Cofactor definition
- Adjugate matrix definition
- A matrix is invertible iff its determinant is a unit statement
Sources
- Web https://en.wikipedia.org/wiki/Invertible_matrix, Invertible matrix theorem
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