Math 2.0

Linear and multilinear algebra; matrix theory Definition

Polynomial of an endomorphism

Builds on Endomorphism

Definition

Let FF be a field, let VV be a vector space over FF, and let T ⁣:V→VT \colon V \to V be an endomorphism. Let p(x)=c0+c1x+⋯+cdxdp(x) = c_0 + c_1 x + \cdots + c_d x^d be a polynomial in F[x]F[x]. The value of pp at TT is the endomorphism p(T)=c0id⁡V+c1T+c2T2+⋯+cdTd,p(T) = c_0 \id_V + c_1 T + c_2 T^2 + \cdots + c_d T^d, where TkT^k is the composition of kk copies of TT. For an n×nn \times n matrix AA, p(A)=c0In+c1A+⋯+cdAdp(A) = c_0 I_n + c_1 A + \cdots + c_d A^d in the same way.

Remarks

The map p↦p(T)p \mapsto p(T) is a homomorphism of algebras F[x]→End⁡F(V)F[x] \to \End_F(V): (p+q)(T)=p(T)+q(T)(p + q)(T) = p(T) + q(T) and (pq)(T)=p(T)q(T)(pq)(T) = p(T) q(T). In particular, any two polynomials in TT commute. If T(v)=λvT(v) = \lambda v, then p(T)(v)=p(λ)vp(T)(v) = p(\lambda) v.

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  1. Vector space definition
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Further reading

  1. Web https://en.wikipedia.org/wiki/Matrix_polynomial, lead section
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