Math 2.0

Linear and multilinear algebra; matrix theory Proof

Proof that the determinant is multilinear in the rows

Builds on DeterminantMultilinear map

Proof

  1. Let rkr_k be row kk of AA for k≠ik \ne i. By hypothesis, rkr_k is also row kk of BB and of CC.
  2. By property 1 of the definition of the determinant, det⁡\det is a multilinear function of the nn rows.
  3. For a row x∈Knx \in K^n, let M(x)M(x) have row ii equal to xx and row kk equal to rkr_k for k≠ik \ne i. Put φ(x)=det⁡M(x)\varphi(x) = \det M(x). By step 2, φ\varphi is linear.
  4. Linearity of φ\varphi means φ(sa+tb)=sφ(a)+tφ(b)\varphi(sa + tb) = s \varphi(a) + t \varphi(b) for all rows a,ba, b and all s,t∈Ks, t \in K.
  5. By step 1, φ(a)=det⁡A\varphi(a) = \det A, φ(b)=det⁡B\varphi(b) = \det B and φ(c)=det⁡C\varphi(c) = \det C.
  6. Since c=sa+tbc = sa + tb, step 4 gives det⁡C=φ(sa+tb)=sdet⁡A+tdet⁡B\det C = \varphi(sa + tb) = s \det A + t \det B.

Idea

This is property 1 of the definition, unpacked. Multilinear means linear in each row when the other rows are held fixed. The three matrices share all rows except row ii, so linearity in row ii is exactly the claim.

Reading path

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  1. Identity matrix object
  2. Matrix definition
  3. Multilinear map concept
  4. Vector space definition
  5. Square matrix definition
  6. Linear map definition
  7. Multilinear map definition
  8. Alternating multilinear map definition
  9. Determinant definition
  10. Proof that the determinant is multilinear in the rows proof

Where this leads

256 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Determinant, As an alternating multilinear form
About this page
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Kindproof
WritingW0 stub
MSC15A15
ProvesDeterminant is multilinear in the rows
UsesDeterminant, Multilinear map
Changed4 November 2026

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