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Sunday, April 22, 2012

Theorem of Cayley-Hamilton

Let V be a vector space over the field K and fHomK(V,V). If we define fλ:=λf for every λK then we can substitute the linear map in the characteristic polynomial χf (ring homomorphism). Further the linear map ϕ:HomK(V,V)Kn×n,fMEE(f) is isomorph, where MEE(f)=:M is the image matrix of f regarding the canonical basis E of V. We define again Mλ:=λMλK and substitute in χf. χf(ϕ(f))=det(Mϕ(f)I)=det(MM)=0Kn×n Also note that ϕ(f)n=Mn=ϕ(fn) which yields for our polynomial where the λiK are coefficitients χf(ϕ(f))=ni=0λiϕ(f)i=ϕ(ni=0λifi)=ϕ(χf(f)) Since ϕ is isomorph we get ϕ1(0)=0HomK(V,V) and therefore χf(f)=χf(ϕ1(ϕ(f)))=ϕ1χf(ϕ(f))=ϕ1(0)=0
Every linear map is a root of its characteristic polynomial.

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