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单词 ProofThatdetEAEoperatornametrA
释义

proof that deteA=etrA


According to Schur decompositionMathworldPlanetmath the matrix A can be written after a suitable change of basis as A=D+N where D is a diagonal matrixMathworldPlanetmath and N is a strictly upper triangular matrixMathworldPlanetmath.

The formula we aim to prove

deteA=etrA

is invariant under a change of basis and thus we can carry out the computation of the exponentialPlanetmathPlanetmath in any basis we choose.

By definition

eA=n=0Ann!(1)

By the properties of diagonal and strictly upper triangular matrices we know that both DN and ND will also be strictly upper triangular matrices and so will their sum.

Thus the powers of A are of the form:

A=(D+N)=D+N1(2)
A2=(D+N)(D+N)=D2+N2(3)
A3=(D+N)(D2+N2)=D3+N3(4)
(5)
Ak=Dk+Nk(6)
(7)

where all the Ni matrices are strictly upper triangular.Explicitly, N2=DN1+N1D+N12 and by recursion Nn+1=DNn+NnD+N1Nn.

Using equation 1 we can write

eA=eD+N~(8)

where N~=n=1Nnn! is strictly upper triangular and eD=diag(eλ1,,eλn), where D=diag(λ1,,λn).

eA will thus be an upper triangular matrix.Since the determinantMathworldPlanetmath of an upper triangular matrix is just the product of the elements in its diagonal, we can write:

deteA=i=1neλi=ei=1nλi=etrA(9)
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更新时间:2025/5/4 12:11:39