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单词 LinearTransformationIsContinuousIfItsDomainIsFiniteDimensional
释义

linear transformation is continuous if its domain is finite dimensional


Theorem 1.

A linear transformation is continuousMathworldPlanetmathPlanetmath if the domain is finite dimensional.

Proof.

Suppose L:XY is the transformation, dimX=n,and X, Y are the normson X, Y, respectively.By this result (http://planetmath.org/ContinuityIsPreservedWhenCodomainIsExtended)and this result (http://planetmath.org/SubspaceTopologyInAMetricSpace),it suffices to prove that L:XL(X) is continuouswhen L(X) is equipped with the topology given by Yrestricted onto L(X).Also, since continuity and boundedness are equivalentMathworldPlanetmathPlanetmathPlanetmathPlanetmath, it suffices toprove that L is bounded.Let e1,,en be a basis for X such thatL is invertiblePlanetmathPlanetmathPlanetmath on span{e1,,ek} andkerL=span{ek+1,,en} fork=1,,n. (The zero map is always continuous.)Let fi=L(ei) for i=1,,k, so thatspan{f1,,fk}=L(X).Let us define new norms on X and L(X),

xX=i=1nαi2,
yX=i=1kβi2,

for x=i=1nαieiX andy=i=1kβifiY.Since norms on finite dimensional vector spacesMathworldPlanetmath are equivalent, it followsthat

1/CxXxXCxX,xX
1/DyYyYDyY,yL(X)

for some constants C,D>0.For x=i=1nαieiX,

L(x)YDi=1kαifiY
=Di=1kαi2
Di=1nαi2
=DxX
=CDxX.

Thus L:XL(X) is bounded.∎

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