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For which constant k is a linear transformationT(M)=M[5001]-[200k]Mis an isomorphism formR22 to R22.

Short Answer

Expert verified

The solution is an isomorphism when kR-{1,5}.

Step by step solution

01

Definition of Linear Transformation

Consider two linear spaces V and . A function T is said to be linear transformation if the following holds.

T(f+g)=T(f)+T(g)T(kf)=kT(f)

For all elements f,g of V and k is scalar.

A linear transformationT:VW is said to be an isomorphism if and only ifker(T)={0} andim(T)=W or dim(V)=dm(W).

02

Explanation of the solution

The given transformation as follows:

T(M)=M[5001]-[100k]M, fromR22to R22.

By using the definition of linear transformation as follows.

role="math" localid="1659876823767" TA+B=TA+TBTkA=kTA

Now, to check the first condition as follows:

Let A and B be arbitrary matrices fromR22and as follows.

TA+B=A+B5001-200kA+B=A5001+B5001-200kA-200kB=A5001-200kA+B5001-200kB=TA+TB

Similarly, to check the second condition as follows:

Let be an arbitrary scalar, andAR22as follows.

T伪础=伪础5001-200k伪础=A5001-200kA=伪罢A

Thus,T is a linear transformation.

03

Properties of isomorphism

A linear transformationT:VWis isomorphism if and only ifker(t)={0}andIm(t)=W

Now, check ifker(t)={0}as follows:

ker(T)=AR22|TA0000

Consider a matrix A as follows.

A=abcd

The next equation as follows:

TA=0000abcd5001-200kabcd=00005a+0b0a+1b5c+0d0c+1d-2a+0c2b0a+kc0d+kd=00005a+0b-2a-0c0a+1b-2b5c+0d-0a+kc0c+1d-0d+kd=0000

Simplify further as follows:

5a+0b-2a-0c0a+1b-2b5c+0d-0a+kc0c+1d-0d+kd=00005a-2a-0c-b5c-kcd-kd=00003a-b5-kc1-kd=0000

Equating the corresponding entries as follows.

a=0andb=0

Solve and find the values as follows.

a=0,c=0

Substitute the value 0 for and 0 for in A=abcdas follows.

A=abcd=00cd

For k=5 the solution as follows.

T0001=0000kerT0000kerT0

Therefore,T to be an isomorphism for k5.

Similarly, for T to be an isomorphism for k1.

Thus, T is a linear transformation and is an isomorphism when kR-{1,5}.

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