The Schmidt Decomposition: Looking for some intuition

  • Context: Graduate 
  • Thread starter Thread starter McLaren Rulez
  • Start date Start date
  • Tags Tags
    Decomposition Intuition
Click For Summary

Discussion Overview

The discussion revolves around the Schmidt decomposition, focusing on its intuitive understanding, implications for measurements in quantum systems, and the conditions under which correlations between subsystems occur. Participants explore theoretical aspects, mathematical representations, and physical interpretations of entanglement and measurement results.

Discussion Character

  • Exploratory
  • Debate/contested
  • Technical explanation
  • Conceptual clarification

Main Points Raised

  • One participant expresses confusion regarding the intuition behind the Schmidt decomposition, particularly how choosing a basis for one subsystem leads to orthonormal vectors in the other subsystem.
  • Another participant proposes a relationship between eigenvectors of an operator in one subsystem and the associated vectors in another subsystem, questioning the physical implications of such correlations.
  • It is suggested that if the Schmidt decomposition has equal eigenvalues, measurements on one subsystem will yield perfectly correlated results in the other subsystem, although proof is sought.
  • A participant notes that the proof of the Schmidt decomposition using a different approach (not singular value decomposition) may provide more intuition, while also emphasizing that the decomposition quantifies entanglement.
  • Some participants argue that not all observables can be measured across different subsystems due to differences in Hilbert spaces, with examples provided to illustrate this point.
  • A counterexample is presented to challenge the assertion that equal Schmidt eigenvalues guarantee perfect correlations, indicating that this may not hold in all scenarios.
  • One participant references a statement from a Nobel laureate regarding the conditions under which measurement results are correlated, questioning whether this holds only when the Schmidt eigenvalues are equal.
  • Further clarification is sought on the necessity and sufficiency of equal eigenvalues for achieving perfect correlations between measurement results.

Areas of Agreement / Disagreement

Participants express a range of views on the implications of the Schmidt decomposition, particularly regarding measurement correlations. There is no consensus on whether equal Schmidt eigenvalues are a sufficient condition for perfect correlations, with some participants providing counterexamples to challenge this notion.

Contextual Notes

Participants highlight that the discussion involves complex relationships between measurements and entangled states, with unresolved questions about the conditions under which certain statements hold true. The mathematical framework and physical interpretations are still under exploration.

McLaren Rulez
Messages
289
Reaction score
3
Hi,

I finished reading about the Schmidt decomposition from Preskill's notes today. I understand and follow his derivation but it still seems completely non intuitive to me. We have
<br /> \mid\psi\rangle_{AB}=\sum_{i,u}a_{iu}\mid i\rangle_{A}\mid u\rangle_{B}=\sum_{i}\mid i\rangle_{A}\mid\tilde{i}\rangle_{B}<br />
where we have
<br /> \mid\tilde{i}\rangle_{B}=\sum_{i,u}a_{iu}\mid u\rangle_{B}<br />

At this stage, the system B is represented by \mid\tilde{i}\rangle_{B} which are not orthonormal. Then, one chooses a basis for the first subsystem such that the partial trace \rho_{a}=Tr_{B}\rho_{AB} is diagonal. Somehow, this automatically makes the vectors of system B orthonormal. I can see that it's true but I have no clue why. If anyone has some intuition for what is going on, I'd be very grateful.

Thank you.
 
Physics news on Phys.org
Doing so you can associate to each vector in HA a vector in HB when you have entanglement. (iA -> iB)
If one takes Va as an eigenvector for an operator O: O Va = a Va can we say that the associate vector Vb verifies:
O Vb = b Vb? (a measurement result on A would always be associated to a definite result on B with the same measurement)?
Is it what it means physically?
 
I think the correct sentence is:
if the Schmidt decomposition has equal \lambda_i the results of measurements on each subsystem are perfectly correlated:
Measuring an observable on A makes sure the measurement result of the same observable on subsystem B. the
choice of the measured observable can be done after the systems have finished to interact.

Could anyone help me to prove it?
thanks
 
McLaren Rulez said:
At this stage, the system B is represented by \mid\tilde{i}\rangle_{B} which are not orthonormal. Then, one chooses a basis for the first subsystem such that the partial trace \rho_{a}=Tr_{B}\rho_{AB} is diagonal. Somehow, this automatically makes the vectors of system B orthonormal.
That's an interesting way to proof the Schmidt decomposition. The sources I know use the singular value decomposition which is not very intuitive. I don't know an answer to your question right away. I will have a look at this proof if I find the time.

But you don't lack intuition regarding what the Schmidt decomposition states, do you? It separates a state as much as possible and therefore quantifies entanglement.

naima said:
if the Schmidt decomposition has equal \lambda_i the results of measurements on each subsystem are perfectly correlated
For maximum entanglement/correlation, the number of the coefficients also has to be the same as the dimension of the smaller Hilbert space. Note that in general, you can't measure the same observable on both systems because the Hilbert spaces can be different.

/edit: I've just seen, that this thread is rather old.
 
Last edited:
/edit: please delete, I posted in the wrong thread
 
kith said:
Note that in general, you can't measure the same observable on both systems because the Hilbert spaces can be different.

It may be true in mathematics but not in physics.
you can measure the abscissa of a point on a line and that of a point in a plane containing the line.
 
naima said:
It may be true in mathematics but not in physics.
you can measure the abscissa of a point on a line and that of a point in a plane containing the line.
Not all observables exist for all kinds of systems. There is no position operator for the electromagnetic field, for example.

naima said:
if the Schmidt decomposition has equal \lambda_i the results of measurements on each subsystem are perfectly correlated: Measuring an observable on A makes sure the measurement result of the same observable on subsystem B.
I have thought a bit more about this and I think it doesn't hold in general. For example, we can entangle different spin components of two particles. |+z>|+x> + |-z>|-x> is a counter example to your statement.
 
What I wrote comes from french 2012 co-Nobel prize Serge Haroche
It is in french. I google translated page 3:

If an entangled state has equal Schmidt decomposition (λi) it can be expressed in
different orthonormal bases associated with non-compatible observables states:
(he gives two examples) then he writes:
The results of measurements on each subsystem are random, but perfectly correlated:
measuring system A makes sure the measurement result of the same observable on B. the
choice of the measured observable can be done after the systems have come to interact.

I do not understand if what he says after the examples is only valid when the λi are equal.
 
naima said:
I do not understand if what he says after the examples is only valid when the λi are equal.
If the λi are not equal, you get perfect correlations only in a single set of bases (it consists of the eigenstates of the reduced density matrices). So it is a necessary condition for his statement that the λi are equal.

But as I have mentioned above, I don't think it is a sufficient condition. His statement is true for his examples but not for my counter example.
 

Similar threads

Replies
2
Views
1K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 59 ·
2
Replies
59
Views
13K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 62 ·
3
Replies
62
Views
10K
  • · Replies 28 ·
Replies
28
Views
7K
  • · Replies 175 ·
6
Replies
175
Views
27K
  • · Replies 27 ·
Replies
27
Views
4K