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If the image of a linear transformation T is infinite dimensional, then the domain of T must be infinite dimensional.

Short Answer

Expert verified

The given statement is True.

Step by step solution

01

Determine the linear transformation:

Consider the transformation as follows:

T:UV

Suppose that assume the domain (U) of T be a finite dimension when the image (V) of a linear transformation T is infinite dimensional.

Let dimension of U be spanned by the set u1,u2,...,unof dimension n then only every element of u then there exists an element v such that .Tu=v

02

Determine the explanation for the given statement

Since,uUthen :

u=a1u1+a2u2+...+anunTu=Ta1u1+a2u2+...+anunv=a1Tu1+a2Tu2+...+anTun

Here,Tu1,Tu2,TunV

Thus, image element of T is a linear combination of finite element of V.

This is a contradiction as the image Vof linear transformation T is infinite dimensional.

Hence, the assumption is wrong.

Therefore, the given statement 鈥渋f the image of a linear transformation T is infinite dimensional then the domain of T must be infinite dimensional鈥 is true.

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