Doubt about exercise with eigenvalues

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SUMMARY

The discussion centers on the endomorphism ϕ in ##\mathbb{E}^4## defined by ϕ(x,y,z,t)=(4x-3z+3t, 4y-3x-3t,-z+t,z-t). The associated matrix is (4 0 -3 3; 0 4 -3 -3; 0 0 -1 1; 0 0 1 -1), from which the kernel is identified as ker(ϕ)=L(0, 3/2, 1, 1) and the image as Im(ϕ)=L((-3,-3,-1,-1),(4,0,0,0),(0,4,0,0)). The eigenvalues are determined as T_1=0^1, T_2=-2^1, and T_3=4^2, with corresponding eigenspaces. The endomorphism is concluded to be non-self-adjoint due to differing algebraic and geometric multiplicities.

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Felafel
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Homework Statement




Given the endomorphism ϕ in ##\mathbb{E}^4## such that:
ϕ(x,y,z,t)=(4x-3z+3t, 4y-3x-3t,-z+t,z-t) find:

A)ker(ϕ)
B)Im(ϕ)
C)eigenvalues and multiplicities
D)eigenspaces
E)is ϕ self-adjoint or not? explain

The Attempt at a Solution



I get the associated matrix:

(4 0 -3 3)
(0 4 -3 -3)
(0 0 -1 1)
(0 0 1 -1)

but i can remove the last row, because it equals the third multiplied by -1

-solving AX=0 i have ker= L((0,0,1,1),(3, -3, 4, 4))

- reducing the columns i get Im= L((1, 0, 0),(0,1,0))

I'm not really sure this results are right, but what I wanted to ask is:
how do I compute the eigenvalues if the matrix is not square? is the rest of the exercise unsolvable?

thank you :)
 
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Felafel said:

Homework Statement




Given the endomorphism ϕ in ##\mathbb{E}^4## such that:
ϕ(x,y,z,t)=(4x-3z+3t, 4y-3x-3t,-z+t,z-t) find:

A)ker(ϕ)
B)Im(ϕ)
C)eigenvalues and multiplicities
D)eigenspaces
E)is ϕ self-adjoint or not? explain

The Attempt at a Solution



I get the associated matrix:

(4 0 -3 3)
(0 4 -3 -3)
(0 0 -1 1)
(0 0 1 -1)

but i can remove the last row, because it equals the third multiplied by -1

I'm not sure why you think you can do this... If you're solving a system of equation Ax=b, then this is a valid technique. But you're not doing that here.
 
Okay, so I'll have to keep alle the rows all through the exercise, right?
I've taken it again, with the following results:

##ker(\phi)=L(0, \frac{3}{2}, 1, 1)##

##Im(\phi)=L((-3,-3,-1,-1),(4,0,0,0),(0,4,0,0))##

eigenvalues and multiplicity: ##T_1=0^1 ; T_2=-2^1; T_3=4^2##

eigenspaces:

(6 0 -3 3)
(0 6 0 0)
(0 0 -3 3) = T(-2)
(0 6 -5 1)

##V_{-2}= L((2,0,-1,1),(0,1,0,0),(0,0,-1,1),(0,0,5,-1))##

(0 0 -3 -3)
(0 0 0 0)
(3 -3 1 -5) = T(4)
(0 -6 -4 -4)

##V_4=L((3,-3,1,5),(0,3,2,2),(0,0,-1,1))##

##V_0=ker##

which is not selfadjoint because its algebric multiplicity is different from its geometrical multiplicity.

is it okay now?
thanks again
 

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