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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 x−λ in μT, then V=⨁λGλ,Gλ:=ker⁡(T−λI)eλ, where λ ranges over the eigenvalues. Each Gλ is T-invariant, Nλ:=(T−λI)∣Gλ is nilpotent of index eλ, and χT∣Gλ=(x−λ)dim⁡Gλ. Consequently dim⁡Gλ 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(x−λi)ei splits with distinct λi and ei≥1, then V=⨁i<rGλi(ei)(T), and for every k≥ei, ker⁡(T−λiI)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:=ker⁡qi(T)ei are T-invariant, V=⨁i<rVi, and the minimal polynomial of T∣Vi 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=χT∣WχTˉ).

[L5]

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

Proof

technique · direct
1.1L1L2L3

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

2.1step 1.1L5algebra

Fix an eigenvalue λ. Since λ is an eigenvalue, ker⁡(T−λI)≠0, and ker⁡(T−λI)⊆Gλ because eλ≥1; hence Gλ is nonzero and [L5] applies to it. On Gλ, Nλ=T∣Gλ−λI has minimal polynomial xeλ by step 1.1, so [L5] makes Nλ nilpotent of index eλ and gives χNλ=xdim⁡Gλ. Translating the scalar variable yields χT∣Gλ=(x−λ)dim⁡Gλ.

3.1step 1.1step 2.1L4∎

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

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