Can *YOU* understand this functional analysis proof?

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Discussion Overview

The discussion revolves around a proof in functional analysis concerning linear operators on Hilbert spaces. Specifically, participants explore the conditions under which a linear operator T is bounded and self-adjoint, given that the inner product (Tz,z) is real for every z in the Hilbert space H. The focus includes the use of a specific identity related to the polarization identity and its implications for the proof.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Homework-related

Main Points Raised

  • One participant mentions the identity involving (Tx,y) and its relation to the polarization identity, expressing confusion about how to apply it to show that (x,Ty) equals (Tx,y).
  • Another participant suggests that since (Tz,z) is real for any z in H, the four inner products in the identity are also real, prompting a comparison of (Tx,y) and (Ty,x).
  • A different participant proposes swapping x and y in the identity to derive (Ty,x) and then taking the conjugate, which is noted as a helpful step.
  • One participant expresses gratitude for the assistance and reflects on their initial confusion, indicating a moment of realization regarding the approach to take.

Areas of Agreement / Disagreement

The discussion does not reach a consensus on the proof's completion, as participants express varying levels of understanding and clarity regarding the application of the polarization identity and the steps needed to finalize the proof.

Contextual Notes

Participants acknowledge the complexity of the proof and the specific conditions under which the identities hold, but do not resolve all uncertainties regarding the application of the polarization identity.

AxiomOfChoice
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My professor tried to show the following in lecture the other day: If T is a linear operator on a Hilbert space and (Tz,z) is real for every z in H, then T is bounded and self-adjoint.

Below, I use (*,*) to indicate the Hilbert space inner product.

He told us to use the identity (which I've worked out and verified)

[tex] (Tx,y) = (1/4)[(Tx+Ty,x+y) - (Tx-Ty,x-y) + i(Tx+iTy,x+iy) - i(Tx-iTy,x-iy)].[/tex]

But this is also supposed to be equal to

[tex] (x,Ty) = \overline{(Ty,x)}.[/tex]

Of course, this would complete the proof, since then we'd have (x,Ty) = (Tx,y).

I'm not sure how to show this. Our professor told us to "polarize" - i.e., to use the polarization identity - but I can't figure it out. The identity he gave us looks kind of like the polarization identity, but they're clearly different.

Also, we're supposed to use (Tx,x) and (Ty,y) are real for all x,y in H. But the identity above holds regardless of whether this is true! So I guess we're just supposed to use "(Tx,x) and (Ty,y) are real" when we show that identity also equals (x,Ty).

Does anyone see what to do? Thanks!
 
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UPDATE: Looking through one of my textbooks (Stein-Shakarchi's Real Analysis), I see that the identity I listed (the one with 1/4's and i's and such) is actually referred to as a polarization identity.

I'm still clueless as to where to go from here though :(
 
If (Tz,z) is real for any z in H, the four inner products in the identity are all real.

Write down the values of (Tx,y) and (Ty,x) using the identity and compare them term by term.
 
Hi AxiomOfChoice! :smile:

In that (Tx,y) formula, swap x with y to get (Ty,x), then take the conjugate. :wink:
 
Yep! That did it! Thanks, guys! Don't know why I didn't think of that...oh yeah! I'm an idiot! :biggrin:
 

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