1. Companion matrix, Vandermonde matrix, Jordan form, Interpolating Polynomials, and Linear Transformations
- Author
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Li, Chi-Kwong and Lin, Jephian C. -H.
- Subjects
Mathematics - Combinatorics ,15A20, 15A21, 33C45 - Abstract
Let $\mathbb{F}$ be a field, and let $C$ be the $n\times n$ companion matrix of the monic polynomial $f(x)\in \mathbb{F}[x]$ such that $f(x) = \det(xI-C) = (x - \lambda_1)^{n_1} \cdots (x - \lambda_m)^{n_m}$ for $m$ distinct elements $\lambda_1, \dots, \lambda_m \in \mathbb{F}$. It is shown that there is a generalized Vandermonde matrix $V$ associated with $f(x)$ such that $VCV^{-1}$ is in Jordan form, and the columns of $V^{-1}$ are connected to the Hermite interpolating polynomials, whose higher derivatives will have specific values at $\lambda_1, \dots, \lambda_m$. If $m = n$ and $n_1 = \cdots = n_m = 1$, then the results reduce to the fact that the (classical) Vandermonde $V$ of $\lambda_1, \dots, \lambda_n$ satisfies $VCV^{-1}$ is a diagonal matrix and that the columns of $V^{-1}$ correspond to the Lagrange interpolating polynomials. This shows that the results for real polynomials and matrices also hold for polynomials and matrices over an arbitrary field $\mathbb{F}$. Moreover, interpretations and insights of the results are given in terms of linear transformation between $\mathbb{F}^n$ and the linear space of polynomials in $\mathbb{F}[x]$ with degree less than $n$.
- Published
- 2024