Let 7: IRa -+ tRB by T(r,y, z,u) : (r * 2y * z,3r * U * 2u,4x* 39 * z * Zta) \\[ (a) Find the matrix of 7 relative to the standard bases for a and 3. 5 (b) What is the rank of 7 and the nullity of 7...

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Let 7: IRa -+ tRB by T(r,y, z,u) : (r * 2y * z,3r * U * 2u,4x* 39 * z * Zta) \\[ (a) Find the matrix of 7 relative to the standard bases for a and 3. 5 (b) What is the rank of 7 and the nullity of 7 tt (c) Give a basis for the kernel of ? and for the image of 7. q (2) Let ? be a linear operator on Y. If .\ is an eigenvalue for ? show that the set Vs : {u e V;Tu : ,\u} that is I/1 consists of all eigenvectors for .\, is a subspace (called the eigenspace. 1 (3) Let T, [/ be two linear operators on a vector space I/. Show that TU and UT have the same eigenvalues. /t -3 3\ 1 (B) LetA:lB -B sl \o -6 4) (a) Find the characteristic polynomial for A, chara(t) (b) Find the eigenvalues of A, corresponding eigenvectors and bases for the eigenspaces. - i") Verify the Cayley-Hamilton Theorem -p3 30( L,pLh.L 1 (4) Prove that if a linear operator T on a space 7 of dimension rz has n distinct eigenvalues then it can be represented by a diagonal matrix. o /o l' 2\ 1 (5) Diagonalize thematrix n: { O + 2 | Ir\0 0 2/


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LINEAR ALGEBRA PROJECT 2- LIhIEARTRJ.N SFORMATIONS AND MATRICES (1) -+ Let 7: IRa tRB by 6 : T(r,y, z,u) (r 2y * * z,3r 2u,4x* 39 z Zta) * * * * U \\[ a 3. (a) Find the matrix of 7 relative to the standard bases for and (b) What is the rank of 7 and the nullity of 7 5 tt (c) Give a basis for the kernel of ? and for the image of 7. q (2) Let ? be a linear operator on Y. If .\ is an eigenvalue for ? show that the set : : Vs e V;Tu ,\u} that is I/1 consists of all eigenvectors for .\, is a subspace {u (called the eigenspace. (3) Let T, [/ be two linear operators on a vector space I/. Show that TU and 1 UT have the same eigenvalues. /t 3\ -3 (B) LetA:lB sl 1 -B 4) \o -6 (a) Find the characteristic polynomial for A, chara(t) (b) Find the eigenvalues of A, corresponding eigenvectors and bases for the eigenspaces. - 30( Verify the Cayley-Hamilton Theorem L,pLh.L i") -p3 (4) Prove that if a linear operator T on a space 7 of 1 dimension rz has n distinct eigenvalues then it represented can be by a diagonal matrix. l' 2\ /o o 1 (5) Diagonalize n: thematrix O + 2 { | Ir 0 2/ \0



Answered Same DayDec 22, 2021

Answer To: Let 7: IRa -+ tRB by T(r,y, z,u) : (r * 2y * z,3r * U * 2u,4x* 39 * z * Zta) \\[ (a) Find the matrix...

David answered on Dec 22 2021
127 Votes
(1) Let by,
( ) ( )
(a) Find the matrix T relative to the standard bases for and bases
Sol:
The transformation matr
ix is given by,
, ( ) ( ) ( ) ( )-
[ [




] [




] [




] [




]]
[



]
(b) What is the rank of T and nullity of T
Sol:
Using row transformations on A,
[



]
[



]
[



]
Hence the rank of matrix is 2
Let X is the nullity of the transformation A.
 [



] [




]


 The nullity of the given transformation is given by,
[




]
(c) Give a bases for the kernel of T and for the image of T
Sol:
The kernel of T can be written as,
[




] [




] {[




] [




]}
Hence a bases for the kernel of T is {[




] [




]}
The image of T can be written in matrix form as,
[



] [




]
The reduced row echelon form of the transformation matrix is given by,
[



]
Evidentially, only columns 1 and 4 are pivotal (linearly independent)
Hence the bases for the image of T is {[



] [



]}
(2) Let T is a linear operator on V. If λ is an eigenvalue for T, show that the set
* + i.e. consists of all eigenvectors for λ, is a subspace called the
eigenspace.
Sol:
Let v1and v2 be two vectors in the given set.

 ( ) ( )
 ...
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