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单词 ComplexificationOfVectorSpace
释义

complexification of vector space


0.1 Complexification of vector space

If V is a real vector space,its complexification Vis the complex vector space consisting of elements x+iy, where x,yV. Vector addition and scalar multiplication by complex numbersPlanetmathPlanetmathare defined in the obvious way:

(x+iy)+(u+iv)=(x+u)+i(y+v),x,y,u,vV
(α+iβ)(x+iy)=(αx-βy)+i(βx+αy),x,yV,α,β.

If v1,,vn is a basis for V, then v1+i0,,vn+i0is a basis for V. Naturally, x+i0V is often written just as x.

So, for example, the complexification of n is (isomorphicPlanetmathPlanetmathPlanetmath to) n.

0.2 Complexification of linear transformation

If T:VW is a linear transformation between two real vector spaces V and W,its complexification T:VWis defined by

T(x+iy)=Tx+iTy.

It may be readily verified that T is complex-linear.

If v1,,vn is a basis for V, w1,,wm is a basis for W,and A is the matrix representationPlanetmathPlanetmath of T with respect to these bases,then A, regarded as a complex matrix,is also the representation of T with respect to the corresponding basesin V and W.

So, the complexification process is a formal, coordinate-free way of saying:take the matrix A of T, with its real entries,but operate on it as a complex matrix. The advantage of making this abstracted definition is thatwe are not required to fix a choice of coordinatesPlanetmathPlanetmath and use matrix representationswhen otherwise there is no need to.For example, we might want to make argumentsPlanetmathPlanetmath about the complex eigenvaluesand eigenvectors for a transformationPlanetmathPlanetmath T:VV, while,of course, non-real eigenvalues and eigenvectors, by definition, cannot existfor a transformation between real vector spaces.What we really mean are the eigenvalues and eigenvectors of T.

Also, the complexification process generalizes without change for infinite-dimensionalspaces.

0.3 Complexification of inner product

Finally,if V is also a real inner product spaceMathworldPlanetmath,its real inner productMathworldPlanetmath can be extended to a complex inner product for V bythe obvious expansion:

x+iy,u+iv=x,u+y,v+i(y,u-x,v).

It follows that x+iy2=x2+y2.

0.4 Complexification of norm

More generally, for a real normed vector spacePlanetmathPlanetmath V,the equation

x+iy2=x2+y2

can serve as a definition of the norm for V.

References

  • 1 Vladimir I. Arnol’d. Ordinary Differential EquationsMathworldPlanetmath. Springer-Verlag, 1992.
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更新时间:2025/5/4 9:37:57