Exercise 3.D.5

Answers

Proof. Suppose range T1 = range T2. Let u1,,un be a basis of null T1 and extend it to a basis u1,,un,v1,,vm of V . By the same reasoning used in the proof of 3.22, it follows that T1v1,,T1vm is a basis of range T1. Let ν1,,νm V be an inverse image of this last basis when T2 is applied and μ1,,μn a basis of null T2. Since T2ν1,,T2νm is linearly independent, we have that span (ν1, ,νm) null T2 =0. Therefore ν1,,νm,μ1,,μn is a basis of V and, because of this, the following linear map is invertible.

Define S L(V ) by

Suj = μj, for j = 1,,n Svj = νj, for j = 1,,m

Let v V . There are a1,,an,c1,,cm 𝔽 such that

v = a1u1 + + anun + c1v1 + + cmvm

Then

T1v = T1(a1u1 + + anun + c1v1 + + cmvm) = c1T1v1 + + cmT1vm = c1T2ν1 + + cmT2νm = c1T2Sv1 + + cmT2Svm = T2S(c1v1 + + cmvm) = T2(a1μ1 + + anμn) + T2S(c1v1 + + cmvm) = T2S(a1u1 + + amum) + T2S(c1v1 + + cmvm) = T2Sv

Hence T1 = T2S.

For the implication in the other direction, suppose S L(V ) is an invertible operator such that T1 = T2S.

Clearly range T1 range T2.

Let w range T2 and v V such that T2v = w. Since S is invertible, there is ν V such that = v. Thus

w = T2v = T2 = T1ν

Hence w range T1 and therefore range T2 range T1, implying range T1 = range T2, as desired. □

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2017-10-06 00:00
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