Solving Self-Adjoint Problem in Complex Inner Product Space

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Homework Help Overview

The discussion revolves around a problem in linear algebra concerning a complex inner product space and a linear operator. Participants are tasked with proving properties of self-adjoint operators and exploring conditions for normal operators.

Discussion Character

  • Mixed

Approaches and Questions Raised

  • Participants discuss the definitions and properties of self-adjoint and normal operators, questioning the correctness of the original poster's statements regarding the relationships between T, T_1, and T_2.
  • There is an attempt to clarify the conditions under which the operators can be expressed as sums of self-adjoint components.
  • Some participants express uncertainty about the implications of the equations provided and the direction of the proof for part (c).

Discussion Status

There is ongoing clarification regarding the formulation of the problem, particularly the expressions involving T_1 and T_2. Some participants have offered corrections to the original statements, suggesting alternative formulations. The discussion is active, with participants exploring different interpretations and approaches without reaching a consensus.

Contextual Notes

Participants are navigating potential misunderstandings about the definitions of self-adjoint and normal operators, as well as the implications of the equations presented in the problem statement. There is a noted lack of explicit consensus on the correct formulations and assumptions underlying the problem.

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Homework Statement


Let V be a complex inner product space, and let T be a linear operator on V.
Define

T_1 = 1/2 (T + T*) and T_2 = (1/2i)(T – T*)

a) Prove that T_1 and T_2 are self-adjoint and that T = T_1 + T_2
b) Suppose also that T = U_1 + U_2, where U_1 and U_2 are self-adjoint. Prove that U_1 = T_1 and U_2 = U_2.
c) Prove that T is normal iff (T_1)(T_2) = (T_2)(T_1)

Homework Equations


Self-adjoint: T = T*
Normal: TT* = T*T

The Attempt at a Solution



(a) was very easy. However, I cannot get started on (b) at all.
For (c)
One direction: assume (T_1)(T_2) = (T_2)(T_1), show T is normal

Substitute:

(1/2 (T + T*))((1/2i)(T – T*)) = ((1/2i)(T – T*))( 1/2 (T + T*))

(1/4i)(T^2 – T* ^2) = (1/4i)(T^2 – T*^2)

I’m not sure what to do now, or if it’s even the right direction.

Thanks for your help!
 
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For b, you must mean

"Suppose also that T = U_1 + i U_2, where U_1 and U_2 are self-adjoint. Prove that U_1 = T_1 and U_2 = T_2."

This shouldn't be too hard.
 
redyelloworange said:

Homework Statement


Let V be a complex inner product space, and let T be a linear operator on V.
Define

T_1 = 1/2 (T + T*) and T_2 = (1/2i)(T – T*)

a) Prove that T_1 and T_2 are self-adjoint and that T = T_1 + T_2
Are you sure of this? It doesn't look to me like T_2 is self adjoint and it is easy to see that T_1+ T_2 is NOT T! Did you mean T= T_1+ i T_2? This is a lot like breaking ex into cosine and sine but, again, T_2 does not satisfy <T_2 u, v>= <u, T_2 v>. It satisfies <T_2u, v>= -<u, T_2 v>.

b) Suppose also that T = U_1 + U_2, where U_1 and U_2 are self-adjoint. Prove that U_1 = T_1 and U_2 = U_2.
As StatusX said, this should be U_2= T_2.


c) Prove that T is normal iff (T_1)(T_2) = (T_2)(T_1)

Homework Equations


Self-adjoint: T = T*
Normal: TT* = T*T

The Attempt at a Solution



(a) was very easy. However, I cannot get started on (b) at all.
For (c)
One direction: assume (T_1)(T_2) = (T_2)(T_1), show T is normal

Substitute:

(1/2 (T + T*))((1/2i)(T – T*)) = ((1/2i)(T – T*))( 1/2 (T + T*))

(1/4i)(T^2 – T* ^2) = (1/4i)(T^2 – T*^2)

I’m not sure what to do now, or if it’s even the right direction.

Thanks for your help!
 
Sorry about that,

It should be

T = T_1 + iT_2

T_2 is self adoint: T_2* = (-1/2i)(T*-T) = (1/2i)(T-T*) = T_2
 

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