Proposition 12
Tag 076I, permanent. Cite it as [Bourbaki, Tag 076I].
Algebra, chapter VII, § 5. Endomorphisms of vector spaces
— Let E be a finite dimensional vector space over a commutative field K, and let u be an endomorphism of E. Then the following conditions are equivalent:
(i) u is diagonalisable. (ii) E is the direct sum of the eigenspaces of u. (iii) All the roots of the minimal polynomial of u are in K, and these roots are all simple.
Moreover, if these conditions are satisfied, then every subspace of E closed under u is the direct sum of its intersections with the eigenspaces of u.
The equivalence of (i) and (ii) follows from the preceding remarks and VII, p. 31, Prop. 2. Suppose u is diagonalisable, and let be its family of eigenvalues, and the corresponding family of eigenspaces; since the restriction of u to is the homothety defined by , it annihilates the polynomial ; it follows that u annihilates the polynomial , which is therefore a multiple of the minimal polynomial of u, and hence coincides with it, which proves (iii). Conversely, if (iii) is satisfied then there exists a basis of E with respect to which the matrix U of u is a diagonal block of Jordan matrices (VII, p. 35, Prop. 8); then by Prop. 9 the integers m are all equal to 1 and so U is diagonal. Finally, the last assertion follows from the fact that if u is diagonalisable then its eigenspaces are the primary components of , and from VII, p. 9, Cor. 1.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.