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Find image and kernel of the linear transformationL(A)=12(A+AT)from nntonn.

Short Answer

Expert verified

The image of L is symmetric matrices and kernel of L is skew-symmetric matrices.

Step by step solution

01

Determine the image of T

Consider the linear transformation L(A)=12(A+AT)from nmtonm.

AssumeAnnsuch that L(B)=ATwhere A=a11a12...a1na21a22...a2nan1an2...a33and role="math" localid="1660119537916" b11b12...b1nb21b22...b2nbn1bn2...b33.

Substitute the value

BT=b11b12...b1nb21b22...b2nbn1bn2...b33TBT=b11b12...b1nb21b22...b2nbn1bn2...b33

Substitute the values b11b12...b1nb21b22...b2nbn1bn2...b33for BTand b11b12...b1nb21b22...b2nbn1bn2...b33for B in the equation A=12(B+BT)as follows.

A=12(B+BT)=12b11b12...b1nb21b22...b2nbn1bn2...b33+b11b12...b1nb21b22...b2nbn1bn2...b33=2b11b12+b21...b1n+b1nb21+b122b22...b2n+bn2bn1+b1nbn2+b2n...2b33b11b12...b1nb21b22...b2nbn1bn2...b33=b11(b12+b21)/2...b1n(b21+b12)/2b22...(b2n+bn2)/2(bn1+b1n)/2(bn2+b2n)/2...b33

Compare the equation both side as follows.

ajj=bjjaij=aji(bij+bji)/2

Therefore, the image of the linear transformation is the set of all symmetric matrix.

02

Determine the kernel of

Assume Aker(L), by the definition L(A) = 0.

Compare the equations L(A)=0andL(A)=12(A+AT)as follows.

role="math" localid="1660120645510" 12(A+AT)=0

Simplify the equation 12(A+AT)=0as follows.

12(A+AT)=0A+AT=0A=-AT

Therefore, the kernel of linear transformation L is set of all nnskew symmetric matrix.

Hence, the image of L is symmetric matrices and kernel of L is skew-symmetric matrices.

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