Linear and multilinear algebra; matrix theory Proof
Proof of the determinant of a scalar multiple
Builds on Scalar multiplication of matricesScaling a row scales the determinant
Proof
- For , let be the matrix whose rows are times the rows of , and whose other rows are those of .
- Then . By the definition of the scalar multiple, every entry of is times the entry of , so .
- For , the matrix results from when row is multiplied by .
- By the rule for scaling a row, for .
- By induction on , step 4 gives for .
- For , this is .
Idea
Multiplying a matrix by multiplies each of its rows by . Each row scaling brings out one factor , so in total we get .
Reading path
To understand this page from the ground up, read these 15 pages in order. The foundations come first. The path takes the proofs Proof that scaling a row scales the determinant, Proof that the determinant is multilinear in the rows.
Show the path as a graph
- no evidence level
- Identity matrix object
- Matrix definition
- Multilinear map concept
- Scalar multiplication of matrices concept
- Vector space definition
- Square matrix definition
- Linear map definition
- Multilinear map definition
- Alternating multilinear map definition
- Determinant definition
- Proof that the determinant is multilinear in the rows proof
- Determinant is multilinear in the rows statement
- Proof that scaling a row scales the determinant proof
- Scaling a row scales the determinant statement
- Proof of the determinant of a scalar multiple proof
Where this leads
7 pages build on this one.
- Determinant of a scalar multiple
- Determinant is the product of the eigenvalues
- Determinant is a coefficient of the characteristic polynomial
- Sylvester's criterion
- Proof of Sylvester's criterion by induction and completing the square
- Proof that the constant coefficient of the characteristic polynomial is a signed determinant
- Proof that the determinant is the product of the eigenvalues by comparing constant terms
Further reading
- Web https://en.wikipedia.org/wiki/Determinant, Basic rules
About this page
| Tag | NFCBC71T08 |
|---|---|
| URI | m2://NFCBC71T08 |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A15 |
| Proves | Determinant of a scalar multiple |
| Uses | Scalar multiplication of matrices, Scaling a row scales the determinant |
| Changed | 4 November 2026 |
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