Skip to main content
Log in

Random Matrix Theory and Entanglement in Quantum Spin Chains

  • Published:
Communications in Mathematical Physics Aims and scope Submit manuscript

Abstract

We compute the entropy of entanglement in the ground states of a general class of quantum spin-chain Hamiltonians — those that are related to quadratic forms of Fermi operators — between the first N spins and the rest of the system in the limit of infinite total chain length. We show that the entropy can be expressed in terms of averages over the classical compact groups and establish an explicit correspondence between the symmetries of a given Hamiltonian and those characterizing the Haar measure of the associated group. These averages are either Toeplitz determinants or determinants of combinations of Toeplitz and Hankel matrices. Recent generalizations of the Fisher-Hartwig conjecture are used to compute the leading order asymptotics of the entropy as N→∞. This is shown to grow logarithmically with N. The constant of proportionality is determined explicitly, as is the next (constant) term in the asymptotic expansion. The logarithmic growth of the entropy was previously predicted on the basis of numerical computations and conformal-field-theoretic calculations. In these calculations the constant of proportionality was determined in terms of the central charge of the Virasoro algebra. Our results therefore lead to an explicit formula for this charge. We also show that the entropy is related to solutions of ordinary differential equations of Painlevé type. In some cases these solutions can be evaluated to all orders using recurrence relations.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bennett, C.H., Bernstein, H.J., Popescu, S., Schumacher, B.: Concentrating partial entanglement by local operations. Phys. Rev. A 53, 2046–2052 (1996)

    Article  Google Scholar 

  2. Amico, L., Osterloh, A., Plastina, F., Fazio, R., Palma, G.M.: Dynamics of entanglement in one-dimensional spin systems. Phys. Rev. A 69, 022304 (2004); Aharonov, D.: Quantum to classical phase transitions in noisy quantum computer. Phys. Rev. A 62, 062311 (2000); Osborne, T.J., Nielsen, M.A.: Entanglement in a simple quantum phase transition. Phys. Rev. A 66, 032110 (2002); Osterloh, A., Amico, L., Falci, G., Fazio, R.: Scaling of entanglement close to a quantum phase transition. Nature 416, 608–610 (2002)

    Article  Google Scholar 

  3. Vidal, G., Latorre, J.I., Rico, E., Kitaev, A.: Entanglement in quantum critical phenomena. Phys. Rev. Lett. 90, 227902 (2003)

    Article  Google Scholar 

  4. Jin, B.Q., Korepin, V.E.: Entanglement, Toeplitz determinants and Fisher-Hartwig conjecture. J. Stat. Phys. 116, 79–95 (2004)

    Article  MathSciNet  Google Scholar 

  5. Korepin, V.E.: Universality of entropy scaling in 1D gap-less models. Phys. Rev. Lett. 92, 096402 (2004)

    Article  Google Scholar 

  6. Calabrese, P., Cardy, J.: Entanglement Entropy and Quantum Field Theory. J. Stat. Mech. Theor. Exp. P06002 (2004)

  7. Fisher, M.E., Hartwig, R.E.: Toeplitz determinants, some applications, theorems and conjectures. Adv. Chem. Phys. 15, 333–353 (1968)

    Google Scholar 

  8. Basor, E.L., Ehrhardt, T.: Asymptotic formulas for the determinants of symmetric Toeplitz plus Hankel matrices. In: Toeplitz matrices and singular integral equations (Pobershau, 2001), Oper. Theory Adv. Appl. 135, Basel: Birkhäuser 2002, pp. 61–90

  9. Forrester, P.J., Frankel, N.E.: Applications and generalizations of Fisher-Hartwig asymptotics. J. Math. Phys. 45, 2003–2028 (2004)

    Article  MathSciNet  Google Scholar 

  10. Lieb, E., Schultz, T., Mattis, D.: Two soluble models of an antiferromagnetic chain. Ann. Phys. 16, 407–466 (1961)

    MATH  Google Scholar 

  11. Barouch, E., McCoy, M.: Statistical mechanics of the XY model II. Spin-correlation functions. Phys. Rev. A 3, 786–804 (1971)

    Google Scholar 

  12. Basor, E.L., Morrison, K.E.: The Fisher-Hartwig conjecture and Toeplitz eigenvalues. Lin. Alg. App. 202, 129–142 (2004)

    Article  MATH  Google Scholar 

  13. Heine, H.: Kugelfunktionen, Berlin, 1878 and 1881. Reprinted by Würzburg: Physica Verlag, 1961

  14. Szegő, G.: Orthogonal Polynomials. New York: AMS, 1959

  15. Szegő, G.: On certain hermitian forms associated with the Fourier series of a positive function. Lund: Festkrift Marcel Riesz, 1952, pp. 222–238

  16. Basor, E.L.: Asymptotic formulas for Toeplitz determinants. Trans. Amer. Math. Soc. 239, 33–65 (1978)

    MATH  Google Scholar 

  17. Böttcher, A., Silbermann, B.: Toeplitz operators and determinants generated by symbols with one Fisher-Hartwig singularity. Math. Nachr. 127, 95–124 (1986)

    Google Scholar 

  18. Böttcher, A., Silbermann, B.: Analysis of Toeplitz Operators. Berlin: Springer-Verlag, 1990

  19. Forrester, P.J., Witte, N.S.: Discrete Painlevé equations, orthogonal polynomial on the unit circle and N-recurrences for averages over U(N) – P VI τ-functions. http://arxiv.org/abs/math-ph/0308036, 2003

  20. Forrester, P.J., Witte, N.S.: Application of the τ-function theory of Painlevé equations to random matrices: PVI, the JUE, CyUE, cJUE and scaled limits. Nagoya Math. J. 174, 29–114 (2004)

    MathSciNet  Google Scholar 

  21. Weyl, H.: The Classical Groups. Princeton, NJ: Princeton University Press, 1946

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to J.P. Keating.

Additional information

Communicated by P. Sarnak

Acknowledgement We gratefully acknowledge stimulating discussions with Estelle Basor, Peter Forrester and Noah Linden. We are also grateful for the kind hospitality of the Isaac Newton Institute for the Mathematical Sciences, Cambridge, while this research was completed. Francesco Mezzadri was supported by a Royal Society Dorothy Hodgkin Research Fellowship.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Keating, J., Mezzadri, F. Random Matrix Theory and Entanglement in Quantum Spin Chains. Commun. Math. Phys. 252, 543–579 (2004). https://doi.org/10.1007/s00220-004-1188-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00220-004-1188-2

Keywords

Navigation