Question #22433

Let U and V be vector spaces over a field F,a function T:U→V
such that
T(u1+u2)=T(u1)+T(u2), for u1,u2∈U and T(αu)=αT(u) for α∈F and u∈U
is called a ………….

(A) Vector space
(B) Transformation
(C) Linear transformation
(D) Nullity

Expert's answer

Question #22433 Let UU and VV be vector spaces over a field FF, a function T ⁣:UFT\colon U\to F, such that T(α1u1+α2u2)=α1T(u1)+α2T(u2)T(\alpha_{1}u_{1}+\alpha_{2}u_{2})=\alpha_{1}T(u_{1})+\alpha_{2}T(u_{2}), for α1,α2F\alpha_{1},\alpha_{2}\in F and u1,u2Uu_{1},u_{2}\in U

is a called a … if (A) Vector space

(B) Transformation

(C) Linear transformation

(D) Nullity

Please explain

Solution. By definition the property of function TT: T(α1u1+α2u2)=α1T(u1)+α2T(u2)T(\alpha_{1}u_{1}+\alpha_{2}u_{2})=\alpha_{1}T(u_{1})+\alpha_{2}T(u_{2}), for α1,α2F\alpha_{1},\alpha_{2}\in F and u1,u2Uu_{1},u_{2}\in U is linearity property. Vector space is not a function, as well as nullity, which is dimension of kernel of TT. Transformation is synonym to “function”, however this does not describe the property in question Hence

Answer C.

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