Exercise 14.4.4

Let V be a vector space of dimension 2 over a field F , and let T : V V be a linear map that is not a multiple of the identity. Also assume that T is an isomorphism. Prove that there is v V such that v and T ( v ) form a basis of V over F .

Answers

Proof. Consider a basis B = ( e , f ) of V .

Reasoning by contradiction, suppose that for all v V , the vectors v , T ( v ) are linearly dependent. Then, since e 0 , f 0 , e + f 0 , there are some λ , μ , ν F such that

T ( e ) = λe , T ( f ) = μf , T ( e + f ) = ν ( e + f ) .

Since T is linear,

νe + νf = T ( e + f ) = T ( e ) + T ( f ) = λe + μf ;

But ( e , f ) is a basis, therefore λ = μ = ν , so that the matrix of T in the basis B is ( λ 0 0 λ ) = λ I 2 , and T would be a multiple of the identity, which is in contradiction with the hypothesis.

This proves that there is some v V such that v , T ( v ) are linearly independent. Since the dimension of V is 2 , v and T ( v ) form a basis of V over F . □

Note: The hypothesis “ T is an isomorphism” was useless.

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2022-07-19 00:00
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