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单词 SomeFactsAboutInjectiveAndSurjectiveLinearMaps
释义

some facts about injective and surjective linear maps


Let k be a field and V,W be vector spacesMathworldPlanetmath over k.

PropositionPlanetmathPlanetmath. Let f:VW be an injectivePlanetmathPlanetmath linear map. Then there exists a (surjectivePlanetmathPlanetmath) linear map g:WV such that gf=idV.

Proof. Of course Im(f) is a subspacePlanetmathPlanetmathPlanetmath of W so f:VIm(f) is a linear isomorphism. Let (ei)iI be a basis of Im(f) and (ej)jJ be its completion to the basis of W, i.e. (ei)iIJ is a basis of W. Define g:WV on the basis as follows:

g(ei)=f-1(ei),if iI;
g(ej)=0,if jJ.

We will show that gf=idV.

Let vV. Then

f(v)=iIαiei,

where αik (note that the indexing set is I). Thus we have

(gf)(v)=g(iIαiei)=iIαig(ei)=iIαif-1(ei)=
=f-1(iIαiei)=f-1(f(v))=v.

It is clear that the equality gf=idV implies that g is surjective.

Proposition. Let g:WV be a surjective linear map. Then there exists a (injective) linear map f:VW such that gf=idV.

Proof. Let (ei)iI be a basis of V. Since g is onto, then for any iI there exist wiW such that g(wi)=ei.Now define f:VW by the formulaMathworldPlanetmathPlanetmath

f(ei)=wi.

It is clear that gf=idV, which implies that f is injective.

If we combine these two propositions, we have the following corollary:

Corollary. There exists an injective linear map f:VW if and only if there exists a surjective linear map g:WV.

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更新时间:2025/5/4 14:05:08