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A polynomial quantum algorithm for approximating the Jones polynomial

Published:21 May 2006Publication History

ABSTRACT

The Jones polynomial, discovered in 1984 [18], is an important knot invariant in topology. Among its many connections to various mathematical and physical areas, it is known (due to Witten [32]) to be intimately connected to Topological Quantum Field Theory (TQFT). The works of Freedman, Kitaev, Larsen and Wang [13, 14] provide an efficient simulation of TQFT by a quantum computer, and vice versa. These results implicitly imply the existence of an efficient quantum algorithm that provides a certain additive approximation of the Jones polynomial at the fifth root of unity, e2π i/5, and moreover, that this problem is BQP-complete. Unfortunately, this important algorithm was never explicitly formulated. Moreover, the results in [13, 14] are heavily based on TQFT, which makes the algorithm essentially inaccessible to computer scientists.We provide an explicit and simple polynomial quantum algorithm to approximate the Jones polynomial of an n strands braid with m crossings at any primitive root of unity e2π i/k, where the running time of the algorithm is polynomial in m,n and k. Our algorithm is based, rather than on TQFT, on well known mathematical results (specifically, the path model representation of the braid group and the uniqueness of the Markov trace for the Temperly Lieb algebra). By the results of [14], our algorithm solves a BQP complete problem.The algorithm we provide exhibits a structure which we hope is generalizable to other quantum algorithmic problems. Candidates of particular interest are the approximations of other downwards self-reducible P-hard problems, most notably, the Potts model.

References

  1. Aharonov D. and Arad I., On the BQP-hardness of Approximating the Jones Polynomial, preprint, 2006Google ScholarGoogle Scholar
  2. Alexander, J. W. Topological invariants of knots and links. Trans. Amer. Math. Soc. 30 (1928), no. 2, 275--306.Google ScholarGoogle Scholar
  3. Artin, E. (1947). Theory of braids. Annals of Mathematics, 48 101--126.Google ScholarGoogle Scholar
  4. Bernstein E and Vazirani U, Quantum complexity theory, SIAM Journal of Computation 26 5 pp 1411--1473 October, 1997 Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Birman, J. (1974). Braids, links and mapping class groups. Annals of Mathematical Studies, 82.Google ScholarGoogle Scholar
  6. D. Bisch and V. Jones, Algebras associated to intermediate subfactors, Invent. Math. 128 (1997), 89--157.Google ScholarGoogle ScholarCross RefCross Ref
  7. Bordewich M, Freedman M, Lovasz L, and Welsh D., Approximate counting and Quantum computation, Combinatorics, Probability and Computing, 14, Issue 5-6, pp: 737 -- 754, 2005 Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. A. Childs and R. Cleve and E. Deotto and E. Farhi and S. Gutmann and D. Spielman, Exponential algorithmic speedup by quantum walk, STOC 2003 Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. J.H. Conway An enumeration of knots and links,and some of their algebraic properties. Computational Problems in Abstract Algebra (Proc. Conf., Oxford, 1967) (1970) 329--358Google ScholarGoogle Scholar
  10. W. van Dam and S. Hallgren, Efficient quantum algorithms for shifted quadratic character problems. In quant-ph/0011067.Google ScholarGoogle Scholar
  11. B. Ewing and K.C. Millett, A load balanced algorithm for the calculation of the polynomial knot and link invariants. The mathematical heritage of C. F. Gauss, 225--266, World Sci. Publishing, River Edge, NJ, 1991.Google ScholarGoogle Scholar
  12. M. Freedman, P/NP and the quantum field computer, Proc. Natl. Acad. Sci., USA, 95, (1998), 98--101Google ScholarGoogle ScholarCross RefCross Ref
  13. M. Freedman, A.Kitaev, M. Larsen, Z. Wang, Topological quantum computation. Mathematical challenges of the 21st century (Los Angeles, CA, 2000). Bull. Amer. Math. Soc. (N.S.) 40 (2003), no. 1, 31--38Google ScholarGoogle Scholar
  14. M. H. Freedman, A. Kitaev, Z. Wang Simulation of topological field theories by quantum computers Commun.Math.Phys. 227 (2002) 587--603Google ScholarGoogle ScholarCross RefCross Ref
  15. M. H. Freedman, M. Larsen, Z. Wang A modular Functor which is universal for quantum computation Commun.Math.Phys. 227 (2002) no. 3, 605--622Google ScholarGoogle ScholarCross RefCross Ref
  16. F.M. Goodman, P. de la Harpe, and V.F.R. Jones, Coxeter graphs and towers of algebras, Springer-Verlag,1989.Google ScholarGoogle Scholar
  17. S. Hallgren, Polynomial-time quantum algorithms for Pell's Equation and the principal ideal problem. STOC 2002, pp. 653--658. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Jaeger, F.; Vertigan, D. L.; Welsh, D. J. A. On the computational complexity of the Jones and Tutte polynomials. Math. Proc. Cambridge Philos. Soc. 108 (1990), no. 1, 35--53.Google ScholarGoogle Scholar
  19. Mark Jerrum, Alistair Sinclair and Eric Vigoda, A polynomial-time approximation algorithm for the permanent of a matrix with non-negative entries, STOC 2001, 712--721. Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. V.F.R Jones, A polynomial invariant for knots via von Neumann algebras. Bull. Amer. Math. Soc. 12 (1985), no. 1 103--111.Google ScholarGoogle ScholarCross RefCross Ref
  21. V.F.R. Jones, Index for subfactors, Invent. Math 72 (1983), 1--25.Google ScholarGoogle ScholarCross RefCross Ref
  22. V.F.R. Jones, Braid groups, Hecke Algebras and type II factors, in Geometric methods in Operator Algebras, Pitman Research Notes in Math., 123 (1986), 242--273Google ScholarGoogle Scholar
  23. L.Kauffman, State models and the Jones polynomial. Topology 26,(1987),395--407.Google ScholarGoogle ScholarCross RefCross Ref
  24. L. Kauffman, Quantum computing and the Jones polynomial. Quantum computation and information Contemp. Math. 305, 101--137.Google ScholarGoogle Scholar
  25. G. Kuperberg, A subexponential-time quantum algorithm for the dihedral hidden subgroup problem, arXiv:quant-ph/0302112.Google ScholarGoogle Scholar
  26. Markov, A. (1935). Über de freie Aquivalenz geschlossener Zöpfe. Rossiiskaya Akademiya Nauk, Matematicheskii Sbornik, 1, 73--78.Google ScholarGoogle Scholar
  27. Neilsen, Chuang, Quantum Computation and Quantum Information, Cambridge press, 2000 Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. A. Podtelezhnikov, N. Cozzarelli, A. Vologodskii, Equilibrium distributions of topological states in circular DNA: interplay of supercoiling and knotting. Proc. Natl. Acad. Sci. USA 96 (1999), no. 23, 12974--12979.Google ScholarGoogle ScholarCross RefCross Ref
  29. Preskill J., Topological quantum computation, Lecture notes for Caltech course 219 in Physics, http://www.theory.caltech.edu/~preskill/ph229/#lectureGoogle ScholarGoogle Scholar
  30. V. Subramaniam, P. Ramadevi, Quantum Computation of Jones' Polynomials, quant-ph/0210095Google ScholarGoogle Scholar
  31. Simon D, On the power of quantum computation, SIAM J. Comp., 26, No. 5, pp 1474--1483, October 1997 Google ScholarGoogle ScholarDigital LibraryDigital Library
  32. P. W. Shor: Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer. SIAM J. Comput. 26(5) 1997, pp. 1484--1509. Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. P. Vogel, representation of links by braids: A new algorithm, In Comment. math. Helvetici, 65 (1) pp. 104--113, 1990Google ScholarGoogle ScholarCross RefCross Ref
  34. J. Watrous, Quantum algorithms for solvable groups. STOC 2001, pp. 60--67. Google ScholarGoogle ScholarDigital LibraryDigital Library
  35. D. J. A. Welsh, "The Computational Complexity of Some Classical Problems from Statistical Physics," Disorder in Physical Systems, Clarendon Press, Oxford, 1990, pp. 307--321.Google ScholarGoogle Scholar
  36. E. Witten, Quantum field theory and the Jones polynomial. Comm. Math. Phys. 121 (1989), no. 3, 351--399.Google ScholarGoogle ScholarCross RefCross Ref
  37. F. Y. Wu, Knot Theory and statistical mechanics, Rev. Mod. Phys. 64, No. 4., October 1992Google ScholarGoogle Scholar

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