{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T22:22:22Z","timestamp":1776205342791,"version":"3.50.1"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T00:00:00Z","timestamp":1598227200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T00:00:00Z","timestamp":1598227200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Major Innovation Fund, Government of Alberta, Canada"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Quantum Inf Process"],"published-print":{"date-parts":[[2020,9]]},"DOI":"10.1007\/s11128-020-02815-1","type":"journal-article","created":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T08:03:54Z","timestamp":1598256234000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":55,"title":["Optimal control of traffic signals using quantum annealing"],"prefix":"10.1007","volume":"19","author":[{"given":"Hasham","family":"Hussain","sequence":"first","affiliation":[]},{"given":"Muhammad Bin","family":"Javaid","sequence":"additional","affiliation":[]},{"given":"Faisal Shah","family":"Khan","sequence":"additional","affiliation":[]},{"given":"Archismita","family":"Dalal","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4931-7415","authenticated-orcid":false,"given":"Aeysha","family":"Khalique","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,24]]},"reference":[{"key":"2815_CR1","first-page":"8","volume":"38","author":"G Moore","year":"1965","unstructured":"Moore, G.: Cramming more components onto integrated circuits. Electronics 38, 8 (1965)","journal-title":"Electronics"},{"key":"2815_CR2","unstructured":"IDQuantique. Random Numbers Generation using Quantum Physics. https:\/\/marketing.idquantique.com\/acton\/attachment\/11868\/f-0227\/1\/-\/-\/-\/-\/Quantum%20RNG_White%20Paper.pdf"},{"key":"2815_CR3","unstructured":"Systems, D.W.: Introduction to quantum annealing. https:\/\/docs.dwavesys.com\/docs\/latest\/c_gs_2.html"},{"key":"2815_CR4","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1038\/s41586-019-1666-5","volume":"574","author":"F Arute","year":"2019","unstructured":"Arute, F., Arya, K., Babbush, R., et al.: Quantum supremacy using a programmable superconducting processor. Nature 574, 505\u2013510 (2019)","journal-title":"Nature"},{"key":"2815_CR5","doi-asserted-by":"publisher","first-page":"5464","DOI":"10.1038\/s41467-019-13534-2","volume":"10","author":"K Wright","year":"2019","unstructured":"Wright, K., et al.: Benchmarking an 11-qubit quantum computer. Nat. Commun. 10, 5464 (2019)","journal-title":"Nat. Commun."},{"key":"2815_CR6","doi-asserted-by":"crossref","unstructured":"Grover, L.: A fast quantum mechanical algorithm for database search. In: Proceedings, 28th Annual ACM Symposium on the Theory of Computing. p. 212 (1996)","DOI":"10.1145\/237814.237866"},{"key":"2815_CR7","unstructured":"Shor, P.: Algorithms for quantum computation: discrete logarithms and factoring. In: Proceedings 35th Annual Symposium on Foundations of Computer Science. IEEE Comput. Soc. Press (1994)"},{"key":"2815_CR8","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-02518-1","volume-title":"Adiabatic Quantum Computation and Quantum Annealing: Theory and Practice","author":"CC McGeoch","year":"2014","unstructured":"McGeoch, C.C.: Adiabatic Quantum Computation and Quantum Annealing: Theory and Practice. Morgan & Claypool Publishers, San Rafael (2014)"},{"key":"2815_CR9","doi-asserted-by":"publisher","unstructured":"McGeoch, C.C., Wang, C.: Experimental evaluation of an adiabiatic quantum system for combinatorial optimization. In: Proceedings of the ACM International Conference on Computing Frontiers (CF \u201913), pp. 23:1\u201323:11. ACM, New York (2013). https:\/\/doi.org\/10.1145\/2482767.2482797","DOI":"10.1145\/2482767.2482797"},{"key":"2815_CR10","unstructured":"Bian, Z., Chudak, F., Macready, W.G., Rose, G.: The Ising model: teaching an old problem new tricks. D-Wave Syst. 2 (2010)"},{"key":"2815_CR11","doi-asserted-by":"publisher","first-page":"29","DOI":"10.3389\/fict.2017.00029.","volume":"4","author":"F Neukart","year":"2017","unstructured":"Neukart, F., Compostella, G., Seidel, C., von Dollen, D., Yarkoni, S., Parney, B.: Traffic flow optimization using a quantum annealer. Front. ICT 4, 29 (2017). https:\/\/doi.org\/10.3389\/fict.2017.00029.","journal-title":"Front. ICT"},{"issue":"5","key":"2815_CR12","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1007\/s11128-017-1586-y","volume":"16","author":"M Hernandez","year":"2017","unstructured":"Hernandez, M., Aramon, M.: Enhancing quantum annealing performance for the molecular similarity problem. Quantum Inf. Process. 16(5), 133 (2017). https:\/\/doi.org\/10.1007\/s11128-017-1586-y","journal-title":"Quantum Inf. Process."},{"key":"2815_CR13","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1038\/s41534-018-0060-8","volume":"4","author":"RY Li","year":"2018","unstructured":"Li, R.Y., Di Felice, R., Rohs, R., Lidar, D.A.: Quantum annealing versus classical machine learning applied to a simplified computational biology problem. NPJ Quantum Inf. 4, 14 (2018). https:\/\/doi.org\/10.1038\/s41534-018-0060-8","journal-title":"NPJ Quantum Inf."},{"issue":"4","key":"2815_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TASC.2014.2318294","volume":"24","author":"PI Bunyk","year":"2014","unstructured":"Bunyk, P.I., Hoskinson, E.M., Johnson, M.W., Tolkacheva, E., Altomare, F., Berkley, A.J., Harris, R., Hilton, J.P., Lanting, T., Przybysz, A.J., Whittaker, J.: Architectural considerations in the design of a superconducting quantum annealing processor. IEEE Trans. Appl. Supercond. 24(4), 1 (2014)","journal-title":"IEEE Trans. Appl. Supercond."},{"key":"2815_CR15","unstructured":"Cai, J. Macready, W.G., Roy, A.: A practical heuristic for finding graph minors (2014). arXiv preprint arXiv:1406.2741"},{"key":"2815_CR16","unstructured":"Booth, M., Reinhardt, S.P., Roy, A.: Partitioning optimization problems forhybrid classical\/quantum execution. https:\/\/www.dwavesys.com\/sites\/default\/files\/partitioning_QUBOs_for_ quantum_acceleration-2.pdf (2017)"},{"key":"2815_CR17","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1016\/0305-0548(86)90048-1","volume":"13","author":"F Glover","year":"1986","unstructured":"Glover, F.: Future paths for integer programming and links to artificial. Comput. Oper. Res. 13, 533 (1986)","journal-title":"Comput. Oper. Res."},{"key":"2815_CR18","unstructured":"Systems, D.W.: Hybrid solvers. https:\/\/docs.ocean.dwavesys.com\/en\/latest\/overview\/hybrid.html"},{"key":"2815_CR19","unstructured":"D-wave: The quantum computing company. www.dwavesys.com\/take-leap (2018). Accessed 30 Sept 2018"},{"key":"2815_CR20","doi-asserted-by":"publisher","unstructured":"Studer, L., Ketabdari, M., Marchionni, G.: Analysis of adaptive traffic control systems design of a decision support system for better choices. J. Civil Environ. Eng. 05 (2015). https:\/\/doi.org\/10.4172\/2165-784X.1000195","DOI":"10.4172\/2165-784X.1000195"},{"key":"2815_CR21","unstructured":"Code available at: https:\/\/github.com\/mbinjavaid\/traffic-signals-qubo"},{"key":"2815_CR22","unstructured":"Systems, D.W.: D-Wave hybrid solver service: an overview. https:\/\/www.dwavesys.com\/sites\/default\/files\/14-1039A-A_D-Wave_ Hybrid_ Solver_Service_ An_ Overview.pdf"},{"key":"2815_CR23","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1109\/MC.2019.2908942","volume":"52","author":"R Shaydulin","year":"2019","unstructured":"Shaydulin, R., Ushijima-Mwesigwa, H., Negre, C., Safro, I., Mniszewski, S., Alexeev, Y.: A hybrid approach for solving optimization problems on small quantum computers. Computer 52, 18 (2019). https:\/\/doi.org\/10.1109\/MC.2019.2908942","journal-title":"Computer"},{"issue":"2","key":"2815_CR24","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1080\/00107514.2018.1450720","volume":"59","author":"SE Venegas-Andraca","year":"2018","unstructured":"Venegas-Andraca, S.E., Cruz-Santos, W., McGeoch, C., Lanzagorta, M.: A cross-disciplinary introduction to quantum annealing-based algorithms. Contemp. Phys. 59(2), 174 (2018). https:\/\/doi.org\/10.1080\/00107514.2018.1450720","journal-title":"Contemp. Phys."},{"key":"2815_CR25","unstructured":"D-wave previews next-generation quantum computing platform-d-wave systems. www.dwavesys.com\/press-releases\/d-wave-previews-next-generation-quantum-computing-platform (2018). Accessed 30 Sept 2018"}],"container-title":["Quantum Information Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11128-020-02815-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11128-020-02815-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11128-020-02815-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T15:34:56Z","timestamp":1668008096000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11128-020-02815-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,24]]},"references-count":25,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2020,9]]}},"alternative-id":["2815"],"URL":"https:\/\/doi.org\/10.1007\/s11128-020-02815-1","relation":{},"ISSN":["1570-0755","1573-1332"],"issn-type":[{"value":"1570-0755","type":"print"},{"value":"1573-1332","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,24]]},"assertion":[{"value":"26 March 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 August 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 August 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"312"}}