How to compute Von Neumann entropy?

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Discussion Overview

The discussion revolves around the computation of Von Neumann entropy from measurements of entangled particle pairs. Participants explore methods to derive a real number representing entropy from experimental outcomes, particularly focusing on the context of spin measurements and density matrices.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant describes a scenario where Bob and Alice measure the spin of particle pairs sent by Charlie, aiming to estimate Von Neumann entropy to assess entanglement.
  • Another participant suggests looking into specific research papers for potential answers regarding the computation of entropy from measurement outcomes.
  • A participant discusses various methods Bob and Alice could use to derive a single number from their measurement lists, mentioning the calculation of the trace of a specific operator related to their measurements.
  • There is mention of three popular entanglement measures: negativity, concurrence, and REF, which are defined using eigenvalues of operators linked to the density matrix.
  • One participant expresses the intention to learn about determining the eigenvalues of a density matrix as a potential solution to their problem.
  • Another participant claims that Alice can independently compute the Von Neumann entropy by measuring the mean spin values along three axes and deriving the reduced density matrix, emphasizing the measurability of the density matrix.
  • A participant provides a link to a resource that outlines the necessary steps for Alice to compute the entropy without Bob's assistance.
  • There is a brief exchange about the availability of a specific computer simulation file related to the discussed computations.

Areas of Agreement / Disagreement

Participants express differing views on the methods for computing Von Neumann entropy and the necessity of collaboration between Bob and Alice. Some suggest that Alice can compute the entropy independently, while others explore collaborative approaches. The discussion remains unresolved regarding the best method to derive the entropy from their measurements.

Contextual Notes

Participants acknowledge the challenge of obtaining eigenvalues from measurement data, which is central to calculating Von Neumann entropy. There is also a recognition of the limitations in their current understanding of density matrices and entanglement measures.

naima
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I know how to get Von Neumann entropy from a density matrix. I want to get a real number from measurements that give real numbers as outcomes. (there are complex numbers in a density matrix).
So suppose Charlie sends 1000 pairs of particles in the same state to Bob and Alice. They agree to measure the spin along two directions differing by an angle theta. (They can agree with Charlie for another set of 1000 pairs with another angle theta' if they want).
When they meet again, they compare their results and build a square table with their numbers of uu ud du and dd (the same for theta')
How can they estimate the Von Neuman entropy and know if Charlie sent them strongly entangled pairs?
 
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Each time Bob and Alice receive one of the particle pair, they make a measurement and write on a line of a list what they measured and the value of the outcome.
At the end they can obtain ONE number from these lists. There are many ways to get such a number.
Bob can caculate one number from his list by averaging values, Alice can choose the maximun in her own, they can add these results and so on.
Look at page 3 of Atyy's link.
they compute Tr (ρ BCHSH ) where BCHSH = a · σ ⊗ ( b + b' ) · σ + a · σ ⊗ ( b − b' ) · σ (eq 4)
They do not know the density matrix ρ but the trace is the mean value so it is something they can get from their lists.
Now the author give us in B three "popular entanglement measures": negativity, concurrence and REF.
they are defined with eigenvalues of operators depending on the density matrix..
I could say take the eigenvalues of pi of ρ, compute pi log pi add them and you have the Von Neumann entropy! but i do not know the eigenvalues.
How can he get these three measures from the lists?
 
The answer was in http://physics.oregonstate.edu/portfolioswiki/_media/strategy:computation:densitymatrixlab.pdf?id=strategy%3Acomputation%3Alist&cache=cache
Alice does not need Bob's help to measure the Von Neumann entropy.
As it is said in the paper, she only has to measure the mean value of the spin along the 3 axes x, y, and z.
She can compute the reduced density matrix, find its eigenvalues and compute the entropy.
The author highlights the fact that a density matrix is measurable (a state vector is not measurable)

Prepare the computer simulation by double clicking on the .jar file called “spins.
Read the accompanying “Notes for SPINS program.

Where can we get this fike?
 
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Thank you. Oregon is far from France.
 

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