Math 2.0

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

  1. For 0≤k≤n0 \le k \le n, let AkA_k be the matrix whose rows 1,…,k1, \dots, k are cc times the rows of AA, and whose other rows are those of AA.
  2. Then A0=AA_0 = A. By the definition of the scalar multiple, every entry of cAcA is cc times the entry of AA, so An=cAA_n = cA.
  3. For 1≤k≤n1 \le k \le n, the matrix AkA_k results from Ak−1A_{k-1} when row kk is multiplied by cc.
  4. By the rule for scaling a row, det⁡Ak=cdet⁡Ak−1\det A_k = c \det A_{k-1} for 1≤k≤n1 \le k \le n.
  5. By induction on kk, step 4 gives det⁡Ak=ckdet⁡A\det A_k = c^k \det A for 0≤k≤n0 \le k \le n.
  6. For k=nk = n, this is det⁡(cA)=cndet⁡A\det(cA) = c^n \det A.

Idea

Multiplying a matrix by cc multiplies each of its nn rows by cc. Each row scaling brings out one factor cc, so in total we get cnc^n.

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
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. Identity matrix object
  2. Matrix definition
  3. Multilinear map concept
  4. Scalar multiplication of matrices concept
  5. Vector space definition
  6. Square matrix definition
  7. Linear map definition
  8. Multilinear map definition
  9. Alternating multilinear map definition
  10. Determinant definition
  11. Proof that the determinant is multilinear in the rows proof
  12. Determinant is multilinear in the rows statement
  13. Proof that scaling a row scales the determinant proof
  14. Scaling a row scales the determinant statement
  15. Proof of the determinant of a scalar multiple proof

Where this leads

7 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Determinant, Basic rules
About this page
TagNFCBC71T08
URIm2://NFCBC71T08
Kindproof
WritingW0 stub
MSC15A15
ProvesDeterminant of a scalar multiple
UsesScalar multiplication of matrices, Scaling a row scales the determinant
Changed4 November 2026

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