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The minimal polynomial is unchanged by choosing a matrix representation or replacing a matrix by a similar one
Statement
Let be an endomorphism of a finite-dimensional vector space and let in an ordered basis . Then and have the same minimal polynomial. More generally, similar square matrices have the same minimal polynomial.
Facts & Assumptions
Given: An endomorphism , an ordered basis , its matrix , and square matrices with .
Similar matrices are exactly matrix representations of one endomorphism in different ordered bases (Similarity is an equivalence relation, and two matrices represent the same endomorphism in two bases exactly when they are similar).
The minimal polynomial is the unique monic generator of the annihilator ideal (The annihilator ideal is nonzero and has a unique monic generator; if and only if ).
The matrix of a linear map has as its columns the coordinate columns of the images of the domain basis vectors (Coordinate columns and matrices of linear maps relative to ordered bases).
Proof
By induction on , [L1] gives for every ; taking the same finite linear combination on both sides yields for every .
A linear map is zero exactly when its matrix in a basis is zero, so step 1.1 and [L4] give if and only if . The annihilator ideals coincide, hence their unique monic generators coincide by [L3].
If , induction gives , and therefore . Thus exactly when , so [L3] again gives . This also follows from [L2].
Depends on
- The annihilator ideal is nonzero and has a unique monic generator; $p(T)=0$ if and only if $\mu_T\mid p$
- Coordinate columns $[v]_{\mathcal B}$ and matrices $[T]_{\mathcal B}^{\mathcal C}$ of linear maps relative to ordered bases
- $[S\circ T]_{\mathcal B}^{\mathcal D}=[S]_{\mathcal C}^{\mathcal D}[T]_{\mathcal B}^{\mathcal C}$
- Similarity is an equivalence relation, and two matrices represent the same endomorphism in two bases exactly when they are similar
Used by
Dependency tree · next 3 levels
Direct dependencies and their dependencies through the next three levels: 65 results over 18 levels. An arrow runs from a result to what uses it, and this result sits at the bottom with a heavier outline. Click the chart to enlarge it.
Sources
- Keith Conrad, The Minimal Polynomial and Some Applications, §4, Theorem 4.3 (standard reference, not scraped)