Proving Properties of Adjoint Operators in Functional Analysis

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Homework Help Overview

The discussion revolves around proving properties of adjoint operators in the context of functional analysis, specifically within Hilbert spaces. The original poster outlines several properties they wish to prove regarding the adjoint operator T^* and its relationship with the operator T.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to establish the existence and uniqueness of the adjoint operator T^* and its properties, including linearity and boundedness. They present initial proofs for these properties and seek verification of their reasoning.
  • Some participants question the implications of the proofs regarding the relationships between T and T^*, particularly in parts 3 and 4, and whether certain equalities hold true.
  • Others suggest exploring the implications of isometric properties and the conditions under which T^*T equals the identity operator.

Discussion Status

The discussion is ongoing, with some participants providing proofs for specific properties of the adjoint operator while others express uncertainty about their approaches. There is a collaborative effort to verify the correctness of the proofs and clarify the relationships between the operators involved.

Contextual Notes

The original poster notes that H and K are Hilbert spaces, which is a crucial aspect of the discussion. They also indicate a desire to understand these properties more deeply through the process of proving them.

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Im having some difficulties proving some basic properties of the adjoint operator. I want to prove the following things:

1) There exists a unique map [itex]T^*:K\rightarrow H[/itex]
2) That [itex]T^*[/itex] is bounded and linear.
3) That [itex]T<img src="/styles/physicsforums/xenforo/smilies/arghh.png" class="smilie" loading="lazy" alt=":H" title="Gah! :H" data-shortname=":H" />\rightarrow K[/itex] is isometric if and only if [itex]T^*T = I[/itex].
4) Deduce that if [itex]T[/itex] is an isometry, then [itex]T[/itex] has closed range.
5) If [itex]S \in B(K,H)[/itex], then [itex](TS)^* = S^*T^*[/itex], and that [itex]T^*^* = T[/itex].
6) Deduce that if [itex]T[/itex] is an isometry, then [itex]TT^*[/itex] is the projection onto the range of [itex]T[/itex].

Note that [itex]H,K[/itex] are Hilbert Spaces.

There are quite a few questions, and I am hoping that by proving each one I will get a much better understanding of these adjoint operators. Now I think I have made a fairly good start with these proofs, so I'd like someone to check them please.

We'll begin with the first one.
 
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I want to prove that there exists a unique mapping [itex]T^*:K\rightarrow H[/itex] such that

[tex]\langle Th,k \rangle = \langle h, T^*k \rangle \quad \forall \, h \in H, \, k\in K[/tex]

For each [itex]k \in K[/itex], the mapping [itex]h \rightarrow \langle Th, k\rangle_K[/itex] is in [itex]H^*[/itex]. Hence by Riesz's theorem, there exists a unique [itex]z \in H[/itex] such that

[tex]\langle Th,k \rangle_K = \langle h,z \rangle_H \quad \forall \, h \in H[/tex].

Therefore there exists a unique map [itex]T^*: K \rightarrow H[/itex] such that

[tex]\langle Th, k\rangle_K = \langle h,T^*k\rangle_H \quad \forall \, h \in H, \, k \in K[/tex].

Therefore there exists a unique [itex]T^*[/itex]. [itex]\square[/itex]
 
2a) To see that [itex]T^*[/itex] is linear, take [itex]k_1, k_2 \in K[/itex] and [itex]\lambda \in \mathbb{F}[/itex], then for any [itex]h \in H[/itex] we have

[tex]\langle Th,k_1+\lambda k_2 \rangle_K &=& \langle Th,k_1\rangle_K + \overline{\lambda}\langle Th, k_2 \rangle_K \\<br /> &=& \langle h,T^*k_1\rangle_K + \overline{\lambda}\langle h,T^*k_2\rangle_K \\<br /> &=& \langle h, T^*k_1 + \lambda T^*k_2\rangle_K [/tex]

Hence

[tex]T^*(k_1+\lambda k_2) = T^*(k_1) + \lambda T^*(k_2)[/tex]

[itex]T^*[/itex] is linear. [itex]\square[/itex]
 
2b) To prove that [itex]T^*[/itex] is bounded note first that

[tex]\|T^*k\|^2 = \langle T^* k, T^*k \rangle_K = \langle T(T^*k), k \rangle \leq \|T(T^*k)\|\|k\| \leq \|T\|\|T^*k\|\|k\| \quad \forall \, k \in K[/tex]

Now suppose that [itex]\|T^*k\| > 0[/itex]. Then dividing the above by [itex]\|T^*k\|[/itex] we have

[tex]\|T^*k\| \leq \|T\|\|k\| \quad \forall \, k \in K[/tex]

Note that this is trivial if [itex]\|T^*k\| = 0[/itex].

Therefore [itex]T^*[/itex] is bounded. [itex]\square[/itex]
 
Im not sure how to begin part 3 and 4 so I'll skip it for now.

5) Now I am not sure if what I have done here proves anything?

[tex]\langle T^*^* h,k \rangle = \langle x, T^* y\rangle = \overline{\langle T^*y, x\rangle} = \overline{\langle y, Tx \rangle} = \langle Tx,y \rangle[/tex]

Does this prove that [itex]T^*^* = T[/itex]?

[tex]\langle (TS)^*x,y \rangle = \langle y, (TS)x \rangle = \langle T^*x, Sy \rangle = \langle S^*T^*x,y \rangle[/tex]

And does this prove that [itex](TS)^* = S^*T^*[/itex]?
 
3) We have to prove the following if and only if statement:

[tex]\|Th\| = \|h\| \Leftrightarrow T^*T = I[/tex]

[tex](\Leftarrow)[/tex]

Suppose [itex]T^*T = I[/itex] is true, then

[tex]\|Th\|^2 = \langle Th,Th \rangle = \langle h,T^*Th \rangle = \langle h,h \rangle = \|h\|^2[/tex]

Hence [itex]\|Th\| = \|h\|[/tex] after taking square roots of both sides.<br /> <br /> [tex](\Rightarrow)[/tex]<br /> <br /> Suppose [itex]\|Th\| = \|h\|[/itex] is true, then we have<br /> <br /> [tex]\|Th\|^2 = \|h\|[/tex]<br /> <br /> That is<br /> <br /> [tex]\langle Th,Th \rangle = \langle h,h \rangle[/tex]<br /> <br /> This implies that<br /> <br /> [tex]\langle h,T^*Th \rangle = \langle h,h \rangle[/tex]<br /> <br /> Which implies that<br /> <br /> [tex]T^*T = I[/tex]<br /> <br /> Therefore [itex]\|Th\| = \|h\| \Leftrightarrow T^*T = I[/itex]. [itex]\square[/tex][/itex][/itex]
 
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