Abstract
We review some concepts and properties of quantum correlations, in particular multipartite measures, geometric measures and monogamy relations. We also discuss the relation between classical and total correlations.
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Notes
- 1.
There is a vast literature studying this gap and looking for more general types of Bell inequality which may close the gap; see [3].
- 2.
Actually \(S(\rho _A|\rho _B)\) is always positive in classical setting, but can be negative for entangled states and took it a long time to understand this negativity; see [5].
- 3.
We should stress that it is a natural requirement that correlation measurements should not increase under local operations: one should no be able to increase their correlation with someone far away only acting on their own system.
- 4.
Note that the relative entropy can also be understood as a distance measure, even though technically it is not a genuine distance since it is not symmetric.
- 5.
There are many different ways to define a norm for a matrix (or operator). One should first consider the p-norms of a vector \(\vec {v}\) given by \(||\vec {v}||=(\sum _i |v_i|^ p)^ {1/p}\) with \(v_i\) being the components of \(\vec {v}\) in some basis and \(p\ge 1\). For \(p=2\) we have the Euclidean norm. One can then define the induced norm for the matrix as the maximum norm the matrix can induce in a unit vector: \(||X||=\sup _{|\vec {v}|=1} ||X\vec {v}||\). Then given a vector p-norm vector we get a operator p-norm. Another possibility is to consider an m x n matrix as a mn vector and use an vector norm. These are usually called “entrywise” norms. A third possibility, the Schatten norms, is to apply the vector p-norm to the singular values of the matrix (the singular values are the square root of the eingenvalues of \(X^\dagger X\)). For \(p=2\) we have the Hilbert-Schmidt, also called Frobenius, norm which is equivalent to the \(p=2\) entrywise norm mentioned before. For \(p=1\) we have the trace norm and for \(p=\infty \) we have the spectral norm which is equivalent to the induced \(p=2\) norm and also called operator norm and given by the largest singular value.
- 6.
This follows directly from the fact that the trace distance itself has a interpretation in terms of distinguishability: Suppose Alice prepares a quantum system in state \(\rho \) with probability 1/2 and in state \(\sigma \) with probability 1/2. She then gives the system to Bob, who performs a POVM measurement to distinguish the two states. It can be shown that Bob’s probability of correctly identifying which state Alice prepared is \(1/2+1/2||\rho -\sigma ||_1\) (see sec. 9.2 of [22]).
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Acknowledgements
I would like to thanks Marcelo Sarandy for many discussion about discord and quantum correlation and Ernesto Galvão for carefully reading the first draft. I also acknowledge financial support from the Brazilian agencies CNPq, CAPES, FAPERJ, and the Brazilian National Institute of Science and Technology for Quantum Information (INCT-IQ).
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de Oliveira, T.R. (2017). Quantum Correlations in Multipartite Quantum Systems. In: Fanchini, F., Soares Pinto, D., Adesso, G. (eds) Lectures on General Quantum Correlations and their Applications. Quantum Science and Technology. Springer, Cham. https://doi.org/10.1007/978-3-319-53412-1_5
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