Abstract
A recent conjecture regarding the average of the minimum eigenvalue of the reduced density matrix of a random complex state is proved. In fact, the full distribution of the minimum eigenvalue is derived exactly for both the cases of a random real and a random complex state. Our results are relevant to the entanglement properties of eigenvectors of the orthogonal and unitary ensembles of random matrix theory and quantum chaotic systems. They also provide a rare exactly solvable case for the distribution of the minimum of a set of N strongly correlated random variables for all values of N (and not just for large N).
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Neilsen, M.A., Chuang, I.L.: Quantum Computation and Quantum Information. Cambridge University Press, Cambridge (2000)
Peres, A.: Quantum Theory: Concepts and Methods. Kluwer Academic, Dordrecht (1993)
Hill, S., Wootters, W.K.: Entanglement of a pair of quantum bits. Phys. Rev. Lett. 78, 5022–5025 (1997)
Wootters, W.K.: Entanglement of formation of an arbitrary state of two qubits. Phys. Rev. Lett. 80, 2245–2248 (1998)
Hayden, P., Leung, D.W., Winter, A.: Aspects of generic entanglement. Commun. Math. Phys. 265, 95–117 (2006)
Bohigas, O., Giannoni, M.J., Schmit, C.: Characterization of chaotic quantum spectra and universality of level fluctuation laws. Phys. Rev. Lett. 52, 1–4 (1984)
Vanderpals, P.V., Gaspard, P.: 2-dimensional quantum spin Hamiltonians—Spectral properties. Phys. Rev. E 49, 79–98 (1994)
Kudo, K., Deguchi, T.: Level statistics of XXZ spin chains with discrete dymmetries: analysis through finite-size effects. J. Phys. Soc. Jpn. 74, 1992–2000 (2005)
Karthik, J., Sharma, A., Lakshminarayan, A.: Entanglement, avoided crossings, and quantum chaos in an Ising model with a tilted magnetic field. Phys. Rev. A 75, 022304 (2007)
Lloyd, S., Pagels, H.: Complexity as thermodynamic depth. Ann. Phys. (NY) 188, 186–213 (1988)
Zyczkowski, K., Sommers, H.-J.: Induced measures in the space of mixed quantum states. J. Phys. A: Math. Gen. 34, 7111–7125 (2001)
Bengtsson, I., Zyczkowski, K.: Geometry of Quantum States. Cambridge University Press, Cambridge (2006)
Page, D.N.: Average entropy of a subsystem. Phys. Rev. Lett. 71, 1291–1294 (1995)
Bandyopadhyay, J.N., Lakshminarayan, A.: Testing statistical bounds on entanglement using quantum chaos. Phys. Rev. Lett. 89, 060402 (2002)
Znidaric, M.: Entanglement of random vectors. J. Phys. A: Math. Theor. 40, F105–F111 (2007)
Gradshteyn, I.S., Ryzhik, I.M.: Table of Integrals, Series, and Products. Academic Press, San Diego (2000)
Wilks, S.S.: Mathematical Statistics. Wiley, New York (1962)
Fukunaga, K.: Introduction to Statistical Pattern Recognition. Elsevier, New York (1990)
Vivo, P., Majumdar, S.N., Bohigas, O.: Large deviations of the maximum eigenvalue in Wishart random matrices. J. Phys. A: Math. Theor. 40, 4317–4337 (2007)
Wishart, J.: The generalised product moment distribution in samples from a normal multivariate population. Biometrika 20A, 32–52 (1928)
James, A.T.: Distribution of matrix variates and latent roots derived from normal samples. Ann. Math. Stat. 35, 475–501 (1964)
Mehta, M.L.: Random Matrices, 3rd edn. Academic Press, San Diego (2004)
Lakshminarayan, A., Tomsovic, S., Bohigas, O., Majumdar, S.N.: Extreme statistics of complex random and quantum chaotic states. Phys. Rev. Lett. (2008, to appear), arXiv:0708.0176
Haake, F.: Quantum Signatures of Chaos, 2nd edn. Springer, Berlin (1991)
Lakshminarayan, A., Subrahmanyam, V.: Entanglement sharing in one-particle states. Phys. Rev. A 67, 052304 (2003)
Edelman, A.: Eigenvalues and condition numbers of random matrices. SIAM J. Matrix Anal. Appl. 9, 543–560 (1988)
Abramowitz, M., Stegun, I.A.: Handbook of Mathematical Functions. Dover, New York (1972)
Gumbel, E.J.: Statistics of Extremes. Dover, New York (2004)
Albeverio, S., Jentsch, V., Kantz, H. (eds.): Extreme Events in Nature and Society. Springer, Berlin (2006)
Tracy, C.A., Widom, H.: Level-spacing distributions and the Airy kernel. Commun. Math. Phys. 159, 151–174 (1994)
Tracy, C.A., Widom, H.: On orthogonal and symplectic matrix ensembles Commun. Math. Phys. 177, 727–754 (1996)
Majumdar, S.N.: Random matrices, the Ulam problem, directed polymers & growth models, and sequence matching. Les Houches lecture notes on ‘Complex Systems’ (2007), arXiv: cond-mat/0701193
Johansson, K.: Shape fluctuations and random matrices. Commun. Math. Phys. 209, 437–476 (2000)
Johnstone, I.M.: On the distribution of the largest eigenvalue in principal components analysis. Ann. Stat. 29, 295–327 (2001)
Biroli, G., Bouchaud, J.-P., Potters, M.: On the top eigenvalue of heavy-tailed random matrices. Europhys. Lett. 78, 10001 (2007)
Präehofer, M., Spohn, H.: Universal distribution of growth processes in 1+1 dimensions and random matrices. Phys. Rev. Lett. 84, 4882–4885 (2000)
Dean, D.S., Majumdar, S.N.: Large deviations of extreme eigenvalues of random matrices. Phys. Rev. Lett. 97, 160201 (2006)
Majumdar, S.N., Comtet, A.: Exact maximal height distribution of fluctuating interfaces. Phys. Rev. Lett. 92, 225501 (2004)
Majumdar, S.N., Comtet, A.: Airy distribution function: From the area under a Brownian excursion to the maximal height of fluctuating interfaces. J. Stat. Phys. 119, 777–826 (2005)
Schehr, G., Majumdar, S.N.: Universal asymptotic statistics of maximal relative height in one-dimensional solid-on-solid models. Phys. Rev. E 73, 056103 (2006)
Gyorgyi, G., Maloney, N.R., Ozogany, K., Racz, Z.: Maximal height statistics for 1/f α signals. Phys. Rev. E 75, 021123 (2007)
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Majumdar, S.N., Bohigas, O. & Lakshminarayan, A. Exact Minimum Eigenvalue Distribution of an Entangled Random Pure State. J Stat Phys 131, 33–49 (2008). https://doi.org/10.1007/s10955-008-9491-5
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DOI: https://doi.org/10.1007/s10955-008-9491-5