Quantum Entropy and Central Limit Theorem
- URL: http://arxiv.org/abs/2302.07841v3
- Date: Sun, 18 Jun 2023 18:25:30 GMT
- Title: Quantum Entropy and Central Limit Theorem
- Authors: Kaifeng Bu, Weichen Gu, Arthur Jaffe
- Abstract summary: We study discrete-variable quantum systems based on qudits.
We establish a central limit theorem, based on iterating the convolution of a zero-mean quantum state.
We elaborate on two examples: the DV beam splitter and the DV amplifier.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We introduce a framework to study discrete-variable (DV) quantum systems
based on qudits. It relies on notions of a mean state (MS), a minimal
stabilizer-projection state (MSPS), and a new convolution. Some interesting
consequences are: The MS is the closest MSPS to a given state with respect to
the relative entropy; the MS is extremal with respect to the von Neumann
entropy, demonstrating a ''maximal entropy principle in DV systems.'' We obtain
a series of inequalities for quantum entropies and for Fisher information based
on convolution, giving a ''second law of thermodynamics for quantum
convolutions.'' We show that the convolution of two stabilizer states is a
stabilizer state. We establish a central limit theorem, based on iterating the
convolution of a zero-mean quantum state, and show this converges to its MS.
The rate of convergence is characterized by the ''magic gap,'' which we define
in terms of the support of the characteristic function of the state. We
elaborate on two examples: the DV beam splitter and the DV amplifier.
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