Abstract
Let \((\mathcal X,\mu)\) be a measure space. For any measurable set \(Y\subset\mathcal X\) let \(\mathbf 1_Y: \mathcal X\to{\mathbb R}\) be the indicator of \(Y\) and let \(\pi_Y^{}\) be the orthogonal projection \(L^2(\mathcal X)\ni f\mapsto{\pi_Y^{}}_{} f = \mathbf 1_Y f\). For any bounded operator \(W\) on \(L^2(\mathcal X,\mu)\) we define its \(\mu\)-norm \(\|W\|_\mu = \inf_\chi\sqrt{\sum\mu(Y_j)\|W\pi_Y^{}\|^2}\), where the infimum is taken over all measurable partitions \(\chi=\{Y_1,\dots,Y_J\}\) of \(\mathcal X\). We present some properties of the \(\mu\)-norm and some computations. Our main motivation is the problem of constructing a quantum entropy.
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Notes
In fact, a seminorm.
This subadditivity is important for the existence of the limit (1.8).
The quantity on the right-hand side of (3.2) equals the trace of \(W^*W\) divided by \(J\). In particular, if \(W\) is unitary then \(\|W\|_\mu=1\). Below such and analogous quantities will be called the average trace of \(W^*W\).
The number \(K\in{\mathbb N}\) and the points \(y_k\) depend on \(j\), but for brevity we do not indicate this in the notation.
References
L. Accardi, M. Ohya, and N. Watanabe, “Note on quantum dynamical entropies,” Rep. Math. Phys. 38 (3), 457–469 (1996).
L. Accardi, M. Ohya, and N. Watanabe, “Dynamical entropy through quantum Markov chains,” Open Syst. Inf. Dyn. 4 (1), 71–87 (1997).
R. Alicki and M. Fannes, Quantum Dynamical Systems (Oxford Univ. Press, Oxford, 2001).
C. Beck and D. Graudenz, “Symbolic dynamics of successive quantum-mechanical measurements,” Phys. Rev. A 46 (10), 6265–6276 (1992).
A. Connes, H. Narnhofer, and W. Thirring, “Dynamical entropy of \(C^*\) algebras and von Neumann algebras,” Commun. Math. Phys. 112 (4), 691–719 (1987).
T. M. Cover and J. A. Thomas, Elements of Information Theory (J. Wiley & Sons, New York, 1991).
T. Downarowicz and B. Frej, “Measure-theoretic and topological entropy of operators on function spaces,” Ergodic Theory Dyn. Syst. 25 (2), 455–481 (2005).
R. M. Dudley, Real Analysis and Probability, 2nd ed. (Cambridge Univ. Press, Cambridge, 2002), Cambridge Stud. Adv. Math. 74.
M. B. Feldman, “A proof of Lusin’s theorem,” Am. Math. Mon. 88, 191–192 (1981).
B. Frej and D. Huczek, “Doubly stochastic operators with zero entropy,” Ann. Funct. Anal. 10 (1), 144–156 (2019); arXiv: 1803.07882v1 [math.DS].
É. Ghys, R. Langevin, and P. Walczak, “Entropie mesurée et partitions de l’unité,” C. R. Acad. Sci., Paris, Sér. I 303 (6), 251–254 (1986).
B. Kollár and M. Koniorczyk, “Entropy rate of message sources driven by quantum walks,” Phys. Rev. A 89 (2), 022338 (2014).
I. I. Makarov, “Dynamical entropy for Markov operators,” J. Dyn. Control Syst. 6 (1), 1–11 (2000).
K. Maurin, Methods of Hilbert Spaces (PWN, Warszawa, 1967).
M. Ohya, “State change, complexity and fractal in quantum systems,” in Quantum Communications and Measurement (Plenum Press, New York, 1995), pp. 309–320.
M. Ohya, “Foundation of entropy, complexity and fractals in quantum systems,” in Probability Towards 2000: Proc. Symp., Columbia Univ., 1995 (Springer, New York, 1998), Lect. Notes Stat. 128, pp. 263–286.
P. Pechukas, “Kolmogorov entropy and ‘quantum chaos’,” J. Phys. Chem. 86 (12), 2239–2243 (1982).
M. D. Srinivas, “Quantum generalization of Kolmogorov entropy,” J. Math. Phys. 19 (9), 1952–1961 (1978).
Funding
The work was supported in part by the Russian Foundation for Basic Research, project no. 18-01-00887.
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Treschev, D.V. \(\mu\)-Norm of an Operator. Proc. Steklov Inst. Math. 310, 262–290 (2020). https://doi.org/10.1134/S008154382005020X
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DOI: https://doi.org/10.1134/S008154382005020X