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Section 31.2 Terminology and notation

nilpotent matrix

a square matrix powers of which are eventually the zero matrix

degree of nilpotency

the lowest positive exponent that takes a nilpotent matrix to zero; i.e. the positive number \(k\) for nilpotent \(N\) so that \(N^k = \zerovec\) but \(N^{k-1} \neq \zerovec\)

companion matrix (of a monic polynomial)

the \(n \times n\) matrix

\begin{equation*} \begin{bmatrix} 0 \amp 0 \amp 0 \amp \cdots \amp 0 \amp -a_0 \\ 1 \amp 0 \amp 0 \amp \cdots \amp 0 \amp -a_1 \\ 0 \amp 1 \amp 0 \amp \cdots \amp 0 \amp -a_2 \\ \vdots \amp \vdots \amp \vdots \amp \amp \vdots \amp \vdots \\ 0 \amp 0 \amp 0 \amp \cdots \amp 1 \amp -a_{n-1} \end{bmatrix}\text{,} \end{equation*}

where \(n\) is the degree and \(a_0,a_1,\dotsc,a_{n-1}\) the coefficients of the polynomial (with coefficient \(a_j\) corresponding to power \(x^j\))