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Split characteristic polynomials decompose into generalised eigenspaces of the algebraic multiplicities

Statement

Let T be an endomorphism of a finite-dimensional F-vector space whose characteristic polynomial splits over F. If eλ is the exponent of xλ in μT, then V=λGλ,Gλ:=ker(TλI)eλ, where λ ranges over the eigenvalues. Each Gλ is T-invariant, Nλ:=(TλI)Gλ is nilpotent of index eλ, and χTGλ=(xλ)dimGλ. Consequently dimGλ is the algebraic multiplicity of λ in χT. For V=0, the sum and eigenvalue set are empty.

Facts & Assumptions

Given: A finite-dimensional endomorphism T whose characteristic polynomial splits over F.

[L1]

The minimal and characteristic polynomials have the same monic irreducible factors (The minimal and characteristic polynomials have exactly the same monic irreducible factors).

[L2]

If μT=i<r(xλi)ei splits with distinct λi and ei1, then V=i<rGλi(ei)(T), and for every kei, ker(TλiI)k=Gλi(ei)(T) (If the minimal polynomial splits, V is the direct sum of the stabilised generalised eigenspaces).

[L3]

Writing μT=i<rqiei with the qi distinct monic irreducibles, the subspaces Vi:=kerqi(T)ei are T-invariant, V=i<rVi, and the minimal polynomial of TVi is exactly qiei (Primary decomposition: the irreducible-power factors of μT split V into their invariant kernels).

[L4]

Characteristic polynomials multiply across an invariant subspace and its quotient (For invariant W, χT=χTWχTˉ).

[L5]

For an endomorphism of a nonzero m-dimensional space, nilpotency is equivalent to μN=xs for some 1sm and to χN=xm, and in that case s is the nilpotency index (Characterisations of a nilpotent endomorphism).

Proof

technique · direct
1.1

Fact [L1] makes μT split over F, so its distinct monic irreducible factors are the xλ with λ an eigenvalue and Gλ=ker(TλI)eλ. Fact [L2] gives the displayed invariant direct sum, and [L3] applied to the same factorisation gives that each TGλ has minimal polynomial exactly (xλ)eλ.

L1L2L3
2.1

Fix an eigenvalue λ. Since λ is an eigenvalue, ker(TλI)0, and ker(TλI)Gλ because eλ1; hence Gλ is nonzero and [L5] applies to it. On Gλ, Nλ=TGλλI has minimal polynomial xeλ by step 1.1, so [L5] makes Nλ nilpotent of index eλ and gives χNλ=xdimGλ. Translating the scalar variable yields χTGλ=(xλ)dimGλ.

step 1.1L5algebra
3.1

Repeated use of [L4] on the invariant direct sum multiplies these restricted characteristic polynomials to obtain χT=λ(xλ)dimGλ, so the exponent is exactly the algebraic multiplicity. The empty product gives the zero-space case.

step 1.1step 2.1L4

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