Let V be a vector space over the field K and f∈HomK(V,V). If we define fλ:=λf for every λ∈K then we can substitute the linear map in the characteristic polynomial χf (ring homomorphism). Further the linear map ϕ:HomK(V,V)→Kn×n,f↦MEE(f) is isomorph, where MEE(f)=:M is the image matrix of f regarding the canonical basis E of V. We define again Mλ:=λM∀λ∈K and substitute in χf. χf(ϕ(f))=det(M−ϕ(f)I)=det(M−M)=0∈Kn×n Also note that ϕ(f)n=Mn=ϕ(fn) which yields for our polynomial where the λi∈K are coefficitients χf(ϕ(f))=n∑i=0λiϕ(f)i=ϕ(n∑i=0λifi)=ϕ(χf(f)) Since ϕ is isomorph we get ϕ−1(0)=0∈HomK(V,V) and therefore χf(f)=χf(ϕ−1(ϕ(f)))=ϕ−1χf(ϕ(f))=ϕ−1(0)=0
Every linear map is a root of its characteristic polynomial.
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