Abstract
It is known that random quantum channels exhibit significant violations of multiplicativity of maximum output p-norms for any p > 1. In this work, we show that a weaker variant of multiplicativity nevertheless holds for these channels. For any constant p > 1, given a random quantum channel \({\mathcal{N}}\) (i.e. a channel whose Stinespring representation corresponds to a random subspace S), we show that with high probability the maximum output p-norm of \({\mathcal{N}^{\otimes n}}\) decays exponentially with n. The proof is based on relaxing the maximum output ∞-norm of \({\mathcal{N}}\) to the operator norm of the partial transpose of the projector onto S, then calculating upper bounds on this quantity using ideas from random matrix theory.
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References
Adrianov, N.: An analog of the Harer-Zagier formula for unicellular bicolored maps. Funct. Anal. Appl. 31(3), (1997)
Amosov G., Holevo A.: On the multiplicativity conjecture for quantum channels. Theor. Probab. Appl. 47, 143146 (2002)
Amosov, G., Holevo, A., Werner, R.: On some additivity problems in quantum information theory. http://arxiv.org/abs/math-ph/0003002v2, 2000
Aubrun, G.: Partial transposition of random states and non-centered semicircular distributions. http://arxiv.org/abs/1011.0275v3 [math.PR], 2012
Aubrun G., Szarek S., Werner E.: Non-additivity of Renyi entropy and Dvoretzky’s theorem. J. Math. Phys. 51, 022102 (2010)
Aubrun G., Szarek S., Werner E.: Hastings’ additivity counterexample via Dvoretzky’s theorem. Commun. Math. Phys. 305, 85–97 (2011)
Audenaert, K.: A digest on representation theory of the symmetric group, 2006. Available at http://personal.rhul.ac.uk/usah/080/QITNotes_files/Irreps_v06.pdf
Banica, T., Nechita, I.: Asymptotic eigenvalue distributions of block-transposed Wishart matrices, http://arxiv.org/abs/1105.2556v2 [math.PR], 2011
Biane P.: Some properties of crossings and partitions. Disc. Math. 175, 41–53 (1997)
Christandl M., Schuch N., Winter A.: Entanglement of the antisymmetric state. Commun. Math. Phys. 311, 397–422 (2012)
Christandl M., Schuch N., Winter A.: Highly entangled states with almost no secrecy. Phys. Rev. Lett. 104, 240405 (2010)
Collins B.: Moments and cumulants of polynomial random variables on unitary groups, the Itzykson-Zuber integral and free probability. Int. Math. Res. Not. 17, 953–982 (2003)
Collins B., Fukuda M., Nechita I.: Towards a state minimizing the output entropy of a tensor product of random quantum channels. J. Math. Phys. 53, 032203 (2012)
Collins, B., González-Guillén, C., Pérez-García, D.: Matrix product states, random matrix theory and the principle of maximum entropy. http://arxiv.org/abs/1201.6324v1 [quant-ph], 2012
Collins B., Nechita I.: Eigenvalue and entropy statistics for products of conjugate random quantum channels. Entropy 12, 1612–1631 (2010)
Collins B., Nechita I.: Random quantum channels I: Graphical calculus and the Bell state phenomenon. Commun. Math. Phys. 297(2), 345–370 (2010)
Collins B., Nechita I.: Gaussianization and eigenvalue statistics for random quantum channels (III). Ann. Appl. Prob. 21(3), 1136–1179 (2011)
Collins B., Nechita I.: Random quantum channels II: Entanglement of random subspaces, Renyi entropy estimates and additivity problems. Adv. in Math. 226(2), 1181–1201 (2011)
Collins B., Nechita I., Ye D.: The absolute positive partial transpose property for random induced states. Random Matrices. Th. Appl. 01, 1250002 (2012)
Collins B., Śniady P.: Integration with respect to the Haar measure on unitary, orthogonal and symplectic group. Commun. Math. Phys. 264, 773–795 (2006)
Cubitt T., Harrow A.W., Leung D., Montanaro A., Winter A.: Counterexamples to additivity of minimum output p-Renyi entropy for p close to 0. Commun. Math. Phys. 284, 281–290 (2008)
Grudka A., Horodecki M., Pankowski L.: Constructive counterexamples to additivity of minimum output Rényi entropy of quantum channels for all p > 2. J. Phys. A: Math. Gen. 43, 425304 (2010)
Harrow, A.: Permutations are sort of orthogonal, 2012
Harrow, A., Montanaro, A.: An efficient test for product states, with applications to quantum Merlin-Arthur games. In: Proc. 51st Annual Symp. Foundations of Computer Science, 2010, Piscatauay, NJ: IEEE, pp. 633–642, http://arxiv.org/abs/1001.0017v6 [quant-ph], 2012, Final version to be published
Hastings M.B.: Superadditivity of communication capacity using entangled inputs. Nature Physics 5, 255 (2009)
Hayden, P.: The maximal p-norm multiplicativity conjecture is false. http://arxiv.org/abs/0707.3291v1 [quant-ph], 2007, latex combined with another preprint and published in Commun. Math. Phys. 284, 263–270 (2008), ref [27]
Hayden P., Winter A.: Counterexamples to the maximal p-norm multiplicativity conjecture for all p > 1. Commun. Math. Phys. 284(1), 263–280 (2008)
Kobayashi, H., Matsumoto, K., Yamakami, T.: Quantum Merlin-Arthur proof systems: are multiple Merlins more helpful to Arthur? In: Proc. ISAAC ’03, Berlin-Heidelberg-New York: Springer, 2003, pp. 189–198
Matsumoto, K.: Some new results and applications of additivity problem of quantum channel. Poster at QIP’05 conference, 2005
Matsumoto, S., Novak, J.: Unitary matrix integrals, primitive factorizations, and Jucys-Murphy elements. In: Discrete Math. Theor. Comput. Sci., FPSAC 2010, Nancy. Disc. Math. Theor. Sci., 2010, pp. 403–412
Matsumoto, S., Novak, J.: Jucys-Murphy elements and unitary matrix integrals. To appear in International Mathematics Research Notices, available at http://arxiv.org/abs/0905.1992v3 [math. Co], 2012
Nica, A., Speicher, R.: Lectures on the combinatorics of free probability. Volume 335 of London Mathematical Society Lecture Note Series. Cambridge: Cambridge University Press, 2006
Novak J.: Jucys-Murphy elements and the unitary Weingarten function. Banach Center Publ. 89, 231–235 (2010)
Shor P.W.: Equivalence of additivity questions in quantum information theory. Commun. Math. Phys. 246(3), 453–472 (2004)
Werner, R., Holevo, A.: Counterexample to an additivity conjecture for output purity of quantum channels. http://arxiv.org/abs/quant-ph/0203003v1, 2002
Winter, A.: The maximum output p-norm of quantum channels is not multiplicative for any p > 2. http://arxiv.org/abs/0707.0402v3 [quant-ph], 2008, later included in ref. [27]
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Communicated by M. B. Ruskai
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Montanaro, A. Weak Multiplicativity for Random Quantum Channels. Commun. Math. Phys. 319, 535–555 (2013). https://doi.org/10.1007/s00220-013-1680-7
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DOI: https://doi.org/10.1007/s00220-013-1680-7