Abstract
Recently, quantum computing has received massive attention of the researchers due to the advantages it offers in solving some problems efficiently compared to conventional computing. But there are several design challenges that need to be satisfied for various quantum technologies to perform reliable quantum operation. One such essential requirement demands to maintain the neighborhood organization of the operating qubits, referred to as the nearest neighbor (NN) constraint. This can be settled through insertion of SWAP gates which helps to synthesize a NN-compliant design by exchanging the positions of the qubits. Consequently, the cost overhead of the circuit enhances due to SWAP gate insertion as the number of gates in the circuit increases, thereby exploitation of various approaches to address this issue has turned out to be essential of late.
In this regard, here we have introduced an improved heuristic design approach for the synthesis of a two dimensional NN-compliant circuit with reduced cost overhead. The approach has been executed in three phases of qubit selection, qubit placement and SWAP gate insertion. Initially, the qubits have been chosen for placement based on some cost metric estimation and then organized them on the grid locations in a specific order in the second phase. Lastly, SWAP gate insertion phase has been exercised to make qubits adjacent. It has been observed that our method has performed comparatively better than the previous works after carrying out experimental evaluations over a wide range of benchmark specifications.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Shor, P.W.: Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer. SIAM J. Comput. 26(5), 1484–1509 (1997)
Grover, L.K.: A fast quantum mechanical algorithm for database search. In: Symposium on the Theory of Computing, pp. 212–219 (1996)
Kielpinski, D., Monroe, C., Wineland, D.J.: Architecture for a largescale ion-trap quantum computer. Nature 417(6890), 709–711 (2002)
Criger, B., Passante, G., Park, D., Laflamme, R.: Recent advances in nuclear magnetic resonance quantum information processing. Philos. Trans. R. Soc. Lond. A: Math. Phys. Eng. Sci. 370(1976), 4620–4635 (2012)
Taylor, J., Petta, J., Johnson, A., Yacoby, A., Marcus, C., Lukin, M.: Relaxation, dephasing, and quantum control of electron spins in double quantum dots. Phys. Rev. B 76(3), 035315 (2007)
Blais, A., et al.: Quantum information processing with circuit quantum electrodynamics. Phys. Rev. A 75(3), 032329 (2007)
Alfailakawi, M., Alterkawi, L., Ahmad, I., Hamdan, S.: Line ordering of reversible circuits for linear nearest neighbor realization. Quant. Info. Proc. 12(10), 3319–3339 (2013)
Saeedi, M., Wille, R., Drechsler, R.: Synthesis of quantum circuits for linear nearest neighbor architectures. Quant. Info. Proc. 10(3), 355–377 (2011)
Perkowski, M., Lukac, M., Shah, D., Kameyama, M.: Synthesis of quantum circuits in linear nearest neighbor model using positive Davio lattices (2011)
Shafaei, A., Saeedi, M., Pedram, M.: Optimization of quantum circuits for interaction distance in linear nearest neighbor architectures. In: Design Automation Conference (2013)
Chakrabarti, A., Sur-Kolay, S., Chaudhury, A.: Linear nearest neighbour synthesis of reversible circuits by graph partitioning. arXiv preprint arXiv:1112.0564 (2011)
Hirata, Y., Nakanishi, M., Yamashita, S., Nakashima, Y.: An efficient conversion of quantum circuits to a linear nearest neighbor architecture. Quantum Info. Comput. 11(1), 142–166 (2011)
Wille, R., Lye, A., Drechsler, R.: Exact reordering of circuit lines for nearest neighbour quantum architectures. IEEE Trans. CAD 33(12), 1818–1831 (2014)
Shafaei, A., Saeedi, M., Pedram, M.: Qubit placement to minimize communication overhead in 2D quantum architectures. In: Proceedings of ASP Design Automation Conference, pp. 495–500, January 2014
Lye, A., Wille, R., Drechsler, R.: Determining the minimal number of swap gates for multi-dimensional nearest neighbor quantum circuits. In: Proceedings of ASP Design Automation Conference, pp. 178–183, January 2015
Alfailakawi, M.G., Ahmad, I., Hamdan, S.: Harmony-search algorithm for 2D nearest neighbor quantum circuits realization. Expert Syst. Appl. 61, 16–27 (2016)
Shrivastwa, R., Datta, K., Sengupta, I.: Fast qubit placement in 2D architecture using nearest neighbour realization. In: IEEE International Symposium on Nanoelectronic and Information Systems, pp. 95–100, December 2015
Wille, R., Keszocze, O., Walter, M., Rohrs, P., Chattopadhyay, A., Drechsler, R.: Look-ahead schemes for nearest neighbor optimization of 1D and 2D quantum circuits. In: Proceedings of ASP Design Automation Conference, pp. 292–297, January 2016
Kole, A., Datta, K., Sengupta, I.: A new heuristic for N-dimensional nearest neighbour realization of a quantum circuit. In: IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. 12 (2017). https://doi.org/10.1109/tcad.2017.2693284
Barenco, A., et al.: Elementary gates for quantum computation. APS Phys. Rev. 52, 3457–3467 (1995)
Sasanian, Z., Miller, D.Michael: Transforming MCT circuits to NCVW circuits. In: De Vos, A., Wille, R. (eds.) RC 2011. LNCS, vol. 7165, pp. 77–88. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-29517-1_7
Miller, D., Wille, R., Sasanian, Z.: Elementary quantum gate realizations for multiple-control Toffolli gates. In: Proceedings of International Symposium on Multiple-valued Logic, pp. 217–222 (2011)
Sasanian, Z., Wille, R., Miller, D.M.: Realizing reversible circuits using a new class of quantum gates. In: Proceedings of Design Automation Conference, pp. 36–41 (2012)
Wille, R., Große, D., Teuber, L., Dueck, G.W., Drechsler, R.: RevLib: an online resource for reversible functions and reversible circuits. In: International Symposium on Multi-Valued Logic, pp. 220–225 (2008). RevLib is available at http://www.revlib.org
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Bhattacharjee, A., Bandyopadhyay, C., Biswal, L., Rahaman, H. (2019). A Heuristic Qubit Placement Strategy for Nearest Neighbor Realization in 2D Architecture. In: Rajaram, S., Balamurugan, N., Gracia Nirmala Rani, D., Singh, V. (eds) VLSI Design and Test. VDAT 2018. Communications in Computer and Information Science, vol 892. Springer, Singapore. https://doi.org/10.1007/978-981-13-5950-7_49
Download citation
DOI: https://doi.org/10.1007/978-981-13-5950-7_49
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-13-5949-1
Online ISBN: 978-981-13-5950-7
eBook Packages: Computer ScienceComputer Science (R0)