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In Exercises 5 through 40, find the matrix of the given linear transformation Twith respect to the given basis. If no basis is specified, use standard basis: =(1,t,t)for P2,

=(1000,0100,0010,0001)

for localid="1659755272536" 22andfor,=(1,i)for,鈩傗刚鈩 .For the space U22of upper triangular 22matrices, use the basis

=(1000,0100,0001)

Unless another basis is given. In each case, determine whether Tis an isomorphism. If Tisn鈥檛 an isomorphism, find bases of the kernel and image of Tand thus determine the rank of T.

22.T(t)=f(-t)fromP2toP2 .

Short Answer

Expert verified

The function T is linear and an isomorphism where the rank of transformation T is 3 and the dimension of kernel of T is 0 .

Step by step solution

01

Determine the linearity of T

Consider the function Tft=f-tfromP2toP2.

A function D is called a linear transformation on鈩浓划鈩浓划鈩浓划if the function D satisfies the following properties.

(a) D(x+y)=D(x)+D(y)forallx,yx,y.

(b) D(ax)=aD(x)forallconstanta.

An invertible linear transformation is called isomorphism or dimension of domain and co-domain is not same then the function is not an isomorphism.

Assumef,gP2thenTf-tandTgt=g-t.

Substitute the value f-tforTftandg-tforTgtinTftinTft+Tgtas follows.

Tft+Tgt=f-t+g-t

Now, simplifyTf+gtas follows.

Tf+gt=f+g-tTf+gt=f-t+g-tTf+gt=Tft+Tgt

AssumefP2and athenTft=f-t.

Simplify the equationTft=f-tas follows.

Tft=f-t=f-tTft=Tft

As Tf+gt=Tft+TgtandTft=Tft, by the definition of linear transformation T is linear.

02

Determine the matrix

As1,t,t2 is the basis element ofP2 , the matrix B is defined as follows.

T1=1T1=1.u1+0.u2+0.u3

The image of T at point t is defined as follows.

Tt=-tTt=0.u1-1.u2+0.u3

The image of T at point t is defined as follows.

Tt2=-t2=t2Tt2=0u1+0.u2+1.u3

Therefore, the matrixB=1000-10001 .

03

Determine the rank and dimension of kernel

The kernel(T) is defined as follows.

kernalT=ft=0tR

AskernelTis spanned by0impliesdimkernelT=0.

The rank(T) is defined as follows.

dimT=dimkernelT+rankT3=0+rankTrankT=3

The rank(T) is defined as follows.

localid="1659758333166" rankT=f-t=a0+a1t+a2t2|aiR

AsrankTis spanned by1,t,t2implies therankT=3.

Therefore, the dimension of kernel(T) is 0 and rank(T) is 3 and the basis of kernelTis 0and the basis of rankTis1,t,t2.

04

Determine the isomorphism

Theorem: Consider a linear transformation T defined fromT:VWthen the transformation T is an isomorphism if and only if whereker(T)={fxP:Tfx=0}.

As the dimension ofkernelTis 0 , by the theorem the function T is an isomorphism.

Hence, the rank of transformation T is 3 , kernel of the function T is 0 and linear transformation is an isomorphism.

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