aiqbench analysis
This research establishes a physical interpretation for Voiculescu's free entropy, linking it directly to the minimal quantum memory required for state compression tasks like Schumacher coding. By defining finite-dimensional physical free entropy at finite resolution, the study bridges abstract non-commutative probability with concrete constraints on quantum information storage. The work clarifies the distinction between this new metric and standard quantum entropies while highlighting its relevance to fundamental limits in quantum physics.
Free entropy and quantum minimum description length
arXiv:2610.06741v1 Announce Type: new Abstract: In free probability, Voiculescu's free entropy counts matrix microstates that approximate an operator. It is a non-commutative analog of the Shannon entropy, distinct from any quantum entropy of a density operator, but it has had no physical meaning in quantum theory. We define a finite-dimensional physical free entropy at finite resolution and show that it directly characterizes, up to an explicit constant, the minimal quantum memory needed to program many copies of a state with known eigenvalues and unknown eigenbasis. This task is a variant of Schumacher compression, and we call its optimal cost the quantum minimum description length. We briefly discuss how free entropy differs from quantum entropies and its potential applications in quantum physics.
Abstract:In free probability, Voiculescu's free entropy counts matrix microstates that approximate an operator. It is a non-commutative analog of the Shannon entropy, distinct from any quantum entropy of a density operator, but it has had no physical meaning in quantum theory. We define a finite-dimensional physical free entropy at finite resolution and show that it directly characterizes, up to an explicit constant, the minimal quantum memory needed to program many copies of a state with known eigenvalues and unknown eigenbasis. This task is a variant of Schumacher compression, and we call its optimal cost the quantum minimum description length. We briefly discuss how free entropy differs from quantum entropies and its potential applications in quantum physics.
arXiv:2610.06741 [quant-ph]
(or arXiv:2610.06741v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.06741 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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