On the “Q” in QMDDs: Efficient Representation of Quantum Functionality in the QMDD Data-Structure

  • Conference paper
Reversible Computation (RC 2013)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 7948))

Included in the following conference series:

  • 1049 Accesses

Abstract

The Quantum Multiple-valued Decision Diagram (QMDD) data-structure has been introduced as a means for an efficient representation and manipulation of transformation matrices realized by quantum or reversible logic circuits. A particular challenge is the handling of arbitrary complex numbers as they frequently occur in quantum functionality. These numbers are represented through edge weights which, however, represent a severe obstacle with respect to canonicity, modifiability, and applicability of QMDDs. Previously introduced approaches did not provide a satisfactory solution to these obstacles. In this paper, we propose an improved factorization scheme for complex numbers that ensures a canonical representation while, at the same time, allows for local changes. We demonstrate how the proposed solution can be exploited to improve the data-structure itself (e.g. through variable re-ordering enabled by the advanced modifiability) and how applications such as equivalence checking benefit from that.

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

Access this chapter

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 54.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 72.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Nielsen, M., Chuang, I.: Quantum Computation and Quantum Information. Cambridge Univ. Press (2000)

    Google Scholar 

  2. Grover, L.K.: A fast quantum mechanical algorithm for database search. In: Theory of Computing, pp. 212–219 (1996)

    Google Scholar 

  3. Shor, P.W.: Algorithms for quantum computation: discrete logarithms and factoring. Foundations of Computer Science, 124–134 (1994)

    Google Scholar 

  4. Dürr, C., Heiligman, M., Høyer, P., Mhalla, M.: Quantum query complexity of some graph problems. SIAM J. Comput. 35(6), 1310–1328 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  5. Wang, S.A., Lu, C.Y., Tsai, I.M., Kuo, S.Y.: An XQDD-based verification method for quantum circuits. IEICE Transactions 91-A(2), 584–594 (2008)

    Google Scholar 

  6. Viamontes, G.F., Markov, I.L., Hayes, J.P.: Quantum Circuit Simulation. Springer, Heidelberg (2009)

    Book  MATH  Google Scholar 

  7. Miller, D.M., Thornton, M.A.: QMDD: A decision diagram structure for reversible and quantum circuits. In: Int’l Symp. on Multi-Valued Logic, p. 6 (2006)

    Google Scholar 

  8. Wille, R., Große, D., Miller, D.M., Drechsler, R.: Equivalence checking of reversible circuits. In: Int’l Symp. on Multi-Valued Logic, pp. 324–330 (2009)

    Google Scholar 

  9. Seiter, J., Soeken, M., Wille, R., Drechsler, R.: Property checking of quantum circuits using quantum multiple-valued decision diagrams. In: Glück, R., Yokoyama, T. (eds.) RC 2012. LNCS, vol. 7581, pp. 183–196. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  10. Soeken, M., Wille, R., Hilken, C., Przigoda, N., Drechsler, R.: Synthesis of Reversible Circuits with Minimal Lines for Large Functions. In: Asia and South Pacific Design Automation Conference (January 2012)

    Google Scholar 

  11. Bullock, S.S., O’Leary, D.P., Brennen, G.K.: Asymptotically optimal quantum circuits for d-level systems. Phys. Rev. Lett. 94, 230502 (2005)

    Article  Google Scholar 

  12. Miller, D.M., Feinstein, D.Y., Thornton, M.A.: Qmdd minimization using sifting for variable reordering. Journal of Multiple-valued Logic and Soft Computing, 537–552 (2007)

    Google Scholar 

  13. Miller, D.M., Thornton, M.A.: Multiple-Valued Logic: Concepts and Representations. Morgan and Claypool (2008)

    Google Scholar 

  14. Bryant, R.E.: Graph-based algorithms for Boolean function manipulation. IEEE Trans. on Comp. 35(8), 677–691 (1986)

    Article  MATH  Google Scholar 

  15. Mermin, N.D.: Quantum computer science: an introduction, vol. 1. Cambridge University Press (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Niemann, P., Wille, R., Drechsler, R. (2013). On the “Q” in QMDDs: Efficient Representation of Quantum Functionality in the QMDD Data-Structure. In: Dueck, G.W., Miller, D.M. (eds) Reversible Computation. RC 2013. Lecture Notes in Computer Science, vol 7948. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38986-3_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-38986-3_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38985-6

  • Online ISBN: 978-3-642-38986-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Navigation