Bourbaki

Proposition 13

Tag 05X9, permanent. Cite it as [Bourbaki, Tag 05X9].

Algebra, chapter II, § 10. Matrices

*Let E, F be two finite-dimensional vector spaces over a field K. If u:E→Fu : E \to F is a linear mapping of rank r, there exist bases of E and F such that, with respect to these bases,

M(u)=(Ir000). M(u) = \begin{pmatrix} I_r & 0 \\ 0 & 0 \end{pmatrix}.

Every matrix of type (m,n)(m, n) over K and of rank r is equivalent to a matrix of the form (55).*

The second assertion is trivially equivalent to the first. To show the latter, let dim⁡E=n\dim E = n, dim⁡F=m\dim F = m. The kernel N=u−1(0)N = u^{-1}(0) is of dimension n−rn - r (§ 7, no. 4, formula (11)); let V be a supplementary subspace of N in E and (ei)1≤i≤n(e_i)_{1 \leq i \leq n} a basis of E such that (ei)1≤i≤r(e_i)_{1 \leq i \leq r} is a basis of V and (ei)r+1≤i≤n(e_i)_{r+1 \leq i \leq n} a basis of N. Then the u(ej)u(e_j) (1≤j≤r)(1 \leq j \leq r) form a basis of u(E)u(E); hence there exists a basis (fj)1≤j≤m(f_j)_{1 \leq j \leq m} of F such that fj=u(ej)f_j = u(e_j) for 1≤j≤r1 \leq j \leq r (§ 7, no. 1, Theorem 2) and clearly with respect to the bases (ei)(e_i) and (fj)(f_j) the matrix M(u)M(u) is given by (55).

Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.

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Transcribed from the printed edition, 1998, Springer. Not translated.