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Oxymoron
Aug5-05, 09:09 AM
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 T^*:K\rightarrow H
2) That T^* is bounded and linear.
3) That T:H\rightarrow K is isometric if and only if T^*T = I.
4) Deduce that if T is an isometry, then T has closed range.
5) If S \in B(K,H), then (TS)^* = S^*T^*, and that T^*^* = T.
6) Deduce that if T is an isometry, then TT^* is the projection onto the range of T.
Note that H,K 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.
Oxymoron
Aug5-05, 09:10 AM
I want to prove that there exists a unique mapping T^*:K\rightarrow H such that
\langle Th,k \rangle = \langle h, T^*k \rangle \quad \forall \, h \in H, \, k\in K
For each k \in K, the mapping h \rightarrow \langle Th, k\rangle_K is in H^*. Hence by Riesz's theorem, there exists a unique z \in H such that
\langle Th,k \rangle_K = \langle h,z \rangle_H \quad \forall \, h \in H.
Therefore there exists a unique map T^*: K \rightarrow H such that
\langle Th, k\rangle_K = \langle h,T^*k\rangle_H \quad \forall \, h \in H, \, k \in K .
Therefore there exists a unique T^*. \square
Oxymoron
Aug5-05, 09:11 AM
2a) To see that T^* is linear, take k_1, k_2 \in K and \lambda \in \mathbb{F}, then for any h \in H we have
\langle Th,k_1+\lambda k_2 \rangle_K &=& \langle Th,k_1\rangle_K + \overline{\lambda}\langle Th, k_2 \rangle_K \\
&=& \langle h,T^*k_1\rangle_K + \overline{\lambda}\langle h,T^*k_2\rangle_K \\
&=& \langle h, T^*k_1 + \lambda T^*k_2\rangle_K
Hence
T^*(k_1+\lambda k_2) = T^*(k_1) + \lambda T^*(k_2)
T^* is linear. \square
Oxymoron
Aug5-05, 09:12 AM
2b) To prove that T^* is bounded note first that
\|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
Now suppose that \|T^*k\| > 0. Then dividing the above by \|T^*k\| we have
\|T^*k\| \leq \|T\|\|k\| \quad \forall \, k \in K
Note that this is trivial if \|T^*k\| = 0.
Therefore T^* is bounded. \square
Oxymoron
Aug5-05, 09:28 AM
Im not sure how to begin part 3 and 4 so I'll skip it for now.
5) Now Im not sure if what I have done here proves anything?
\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
Does this prove that T^*^* = T?
\langle (TS)^*x,y \rangle = \langle y, (TS)x \rangle = \langle T^*x, Sy \rangle = \langle S^*T^*x,y \rangle
And does this prove that (TS)^* = S^*T^*?
Oxymoron
Aug5-05, 09:42 AM
3) We have to prove the following if and only if statement:
\|Th\| = \|h\| \Leftrightarrow T^*T = I
(\Leftarrow)
Suppose T^*T = I is true, then
\|Th\|^2 = \langle Th,Th \rangle = \langle h,T^*Th \rangle = \langle h,h \rangle = \|h\|^2
Hence \|Th\| = \|h\|[/tex] after taking square roots of both sides.
(\Rightarrow)
Suppose [itex]\|Th\| = \|h\| is true, then we have
\|Th\|^2 = \|h\|
That is
\langle Th,Th \rangle = \langle h,h \rangle
This implies that
\langle h,T^*Th \rangle = \langle h,h \rangle
Which implies that
T^*T = I
Therefore \|Th\| = \|h\| \Leftrightarrow T^*T = I. [itex]\square[/tex]
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