The spanning vectors form a basis. WriteIn this cyclic basis the matrix is the companion matrixExpanding along its last column givesFor example, the term containing has minor and the signs from the subdiagonal cancel the cofactor sign; the diagonal term supplies . The defining relation says . Every polynomial in commutes with , soIt therefore vanishes on a basis, provingThis direct argument for a cyclic vector does not assume the Cayley-Hamilton theorem.
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