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Introduction to Quantum Walks

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Part of the book series: Quantum Science and Technology ((QST))

Abstract

Quantum walks play an important role in the development of quantum algorithms. Algorithms based on quantum walks generally use a technique called amplitude amplification, which was introduced in Grover’s algorithm. This technique differs from the ones used in algebraic algorithms, in which the Fourier transform plays the main role. However, it is possible to go beyond Grover’s algorithm in terms of efficiency. The best algorithm to solve the element distinctness problem is based on quantum walks. This problem consists in determining whether there are repeated elements in a set of elements. When Grover’s algorithm is used, the solution is less efficient.

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Notes

  1. 1.

    http://qubit.lncc.br/qwalk

  2. 2.

    http://www.math.wvu.edu/~gould

  3. 3.

    http://cpc.cs.qub.ac.uk/summaries/AEAX_v1_0.html

References

  1. Aharonov, D., Ambainis, A., Kempe, J., Vazirani, U.: Quantum walks on graphs. In: Proceedings of 33th STOC, pp. 50–59. ACM, New York (2001)

    Google Scholar 

  2. Aharonov, Y., Davidovich, L., Zagury, N.: Quantum random walks. Phys. Rev. A 48(2), 1687–1690 (1993)

    Article  ADS  Google Scholar 

  3. Ambainis, A., Bach, E., Nayak, A., Vishwanath, A., Watrous, J.: One-dimensional quantum walks. In: Proceedings of 33th STOC, pp. 60–69. ACM, New York (2001)

    Google Scholar 

  4. Ambainis, A.: Quantum walk algorithm for element distinctness. In: FOCS ’04: Proceedings of the 45th Annual IEEE Symposium on Foundations of Computer Science, pp. 22–31. IEEE Computer Society, Washington, DC (2004)

    Google Scholar 

  5. Childs, A.: On the relationship between continuous- and discrete-time quantum walk. Commun. Math. Phys. 294, 581–603 (2010)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  6. Childs, A.M.: Universal computation by quantum walk. Phys. Rev. Lett. 102, 180501 (2009)

    Article  MathSciNet  ADS  Google Scholar 

  7. Childs, A.M., Farhi, E., Gutmann, S.: An example of the difference between quantum and classical random walks. Quant. Informa. Process. 1(1), 35–43 (2002)

    Article  MathSciNet  Google Scholar 

  8. Cover, T.M., Thomas, J.: Elements of Information Theory. Wiley, New York (1991)

    Book  MATH  Google Scholar 

  9. Farhi, E., Gutmann, S.: Quantum computation and decision trees. Phys. Rev. A 58, 915–928 (1998)

    Article  MathSciNet  ADS  Google Scholar 

  10. Feller, W.: An Introduction to Probability Theory and Its Applications, vol. 1, 3rd edn. Wiley, New York (1968)

    Google Scholar 

  11. Gould, H.W.: Combinatorial Identities. Morgantown Printing and Binding Co., Morgantown (1972)

    MATH  Google Scholar 

  12. Graham, R.L., Knuth, D.E., Patashnik, O.: Concrete Mathematics: A Foundation for Computer Science, 2nd edn. Addison-Wesley Professional, Reading (1994)

    MATH  Google Scholar 

  13. Hughes, B.D.: Random Walks and Random Environments: Random Walks (Vol 1). Clarendon Press, Oxford (1995)

    MATH  Google Scholar 

  14. Hughes, B.D.: Random Walks and Random Environments: Random Environments (Vol 2). Oxford University Press, Oxford (1996)

    MATH  Google Scholar 

  15. Kempe, J.: Quantum random walks – an introductory overview. Contemp. Phys. 44(4), 302–327 (2003) quant-ph/0303081.

    Google Scholar 

  16. Lovett, N.B., Cooper, S., Everitt, M., Trevers, M., Kendon, V.: Universal quantum computation using the discrete-time quantum walk. Phys. Rev. A 81, 042330 (2010)

    Article  MathSciNet  ADS  Google Scholar 

  17. Marquezino, F.L., Portugal, R.: The QWalk simulator of quantum walks. Comput. Phys. Commun. 179(5), 359–369 (2008), arXiv:0803.3459

    Google Scholar 

  18. Moore, C., Mertens, S.: The Nature of Computation. Oxford University Press, New York (2011)

    MATH  Google Scholar 

  19. Nayak, A., Vishwanath, A.: Quantum walk on a line. DIMACS Technical Report 2000-43, quant-ph/0010117 (2000)

    Google Scholar 

  20. Strauch, F.W.: Connecting the discrete- and continuous-time quantum walks. Phys. Rev. A 74(3), 030301 (2006)

    Article  MathSciNet  ADS  Google Scholar 

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Portugal, R. (2013). Introduction to Quantum Walks. In: Quantum Walks and Search Algorithms. Quantum Science and Technology. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-6336-8_3

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  • DOI: https://doi.org/10.1007/978-1-4614-6336-8_3

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  • Print ISBN: 978-1-4614-6335-1

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