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Erschienen in: Quantum Information Processing 4/2024

01.04.2024

Quantum search by continuous-time quantum walk on t-designs

verfasst von: Pedro H. G. Lugão, Renato Portugal

Erschienen in: Quantum Information Processing | Ausgabe 4/2024

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Abstract

This work examines the time complexity of quantum search algorithms on combinatorial t-designs with multiple marked elements using the continuous-time quantum walk. Through a detailed exploration of t-designs and their incidence matrices, we identify a subset of bipartite graphs that are conducive to success compared to random-walk-based search algorithms. These graphs have adjacency matrices with eigenvalues and eigenvectors that can be determined algebraically and are also suitable for analysis in the multiple-marked vertex scenario. We show that the continuous-time quantum walk on certain symmetric t-designs achieves an optimal running time of \(O\left( \sqrt{n}\right) \), where n is the number of points and blocks, even when accounting for an arbitrary number of marked elements. Upon examining two primary configurations of marked elements distributions, we observe that the success probability is consistently o(1), but it approaches 1 asymptotically in certain scenarios.

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Literatur
2.
Zurück zum Zitat Childs, A.M., Goldstone, J.: Spatial search by quantum walk. Phys. Rev. A 70, 022314 (2004)CrossRefADS Childs, A.M., Goldstone, J.: Spatial search by quantum walk. Phys. Rev. A 70, 022314 (2004)CrossRefADS
3.
Zurück zum Zitat Marsh, S., Wang, J.B.: Combinatorial optimization via highly efficient quantum walks. Phys. Rev. Res. 2, 023302 (2020)CrossRef Marsh, S., Wang, J.B.: Combinatorial optimization via highly efficient quantum walks. Phys. Rev. Res. 2, 023302 (2020)CrossRef
4.
Zurück zum Zitat Kadian, K., Garhwal, S., Kumar, A.: Quantum walk and its application domains: a systematic review. Comput. Sci. Rev. 41, 100419 (2021)MathSciNetCrossRef Kadian, K., Garhwal, S., Kumar, A.: Quantum walk and its application domains: a systematic review. Comput. Sci. Rev. 41, 100419 (2021)MathSciNetCrossRef
5.
Zurück zum Zitat Portugal, R.: Quantum Walks and Search Algorithms, 2nd edn. Springer, Cham (2018)CrossRef Portugal, R.: Quantum Walks and Search Algorithms, 2nd edn. Springer, Cham (2018)CrossRef
6.
Zurück zum Zitat Grover, L.K.: Quantum mechanics helps in searching for a needle in a haystack. Phys. Rev. Lett. 79(2), 325–328 (1997)CrossRefADS Grover, L.K.: Quantum mechanics helps in searching for a needle in a haystack. Phys. Rev. Lett. 79(2), 325–328 (1997)CrossRefADS
7.
Zurück zum Zitat Philipp, P., Tarrataca, L., Boettcher, S.: Continuous-time quantum search on balanced trees. Phys. Rev. A 93, 032305 (2016)MathSciNetCrossRefADS Philipp, P., Tarrataca, L., Boettcher, S.: Continuous-time quantum search on balanced trees. Phys. Rev. A 93, 032305 (2016)MathSciNetCrossRefADS
8.
Zurück zum Zitat Tanaka, H., Sabri, M., Portugal, R.: Spatial search on Johnson graphs by continuous-time quantum walk. Quantum Inf. Process. 21(2), 74 (2022)MathSciNetCrossRefADS Tanaka, H., Sabri, M., Portugal, R.: Spatial search on Johnson graphs by continuous-time quantum walk. Quantum Inf. Process. 21(2), 74 (2022)MathSciNetCrossRefADS
9.
Zurück zum Zitat Stinson, D.R.: Combinatorial Designs: Constructions and Analysis. Springer, New York (2004) Stinson, D.R.: Combinatorial Designs: Constructions and Analysis. Springer, New York (2004)
10.
Zurück zum Zitat Beth, T., Jungnickel, D., Lenz, H.: Design Theory, vol. 1, 2nd edn. Cambridge University Press, Cambridge (1999)CrossRef Beth, T., Jungnickel, D., Lenz, H.: Design Theory, vol. 1, 2nd edn. Cambridge University Press, Cambridge (1999)CrossRef
11.
Zurück zum Zitat Rothaus, O.S.: On “bent’’ functions. J. Comb. Theory Ser. A 20(3), 300–305 (1976)CrossRef Rothaus, O.S.: On “bent’’ functions. J. Comb. Theory Ser. A 20(3), 300–305 (1976)CrossRef
12.
Zurück zum Zitat Dankert, C., Cleve, R., Emerson, J., Livine, E.: Exact and approximate unitary 2-designs and their application to fidelity estimation. Phys. Rev. A 80, 012304 (2009)CrossRefADS Dankert, C., Cleve, R., Emerson, J., Livine, E.: Exact and approximate unitary 2-designs and their application to fidelity estimation. Phys. Rev. A 80, 012304 (2009)CrossRefADS
13.
Zurück zum Zitat Ambainis, A., Emerson, J.: Quantum t-designs: t-wise independence in the quantum world. In: Twenty-second annual IEEE conference on computational complexity (CCC’07), pp. 129–140 (2007) Ambainis, A., Emerson, J.: Quantum t-designs: t-wise independence in the quantum world. In: Twenty-second annual IEEE conference on computational complexity (CCC’07), pp. 129–140 (2007)
14.
Zurück zum Zitat Emerson, J., Alicki, R., Życzkowski, K.: Scalable noise estimation with random unitary operators. J. Opt. B Quantum Semiclassical Opt. 7(10), S347 (2005)MathSciNetCrossRefADS Emerson, J., Alicki, R., Życzkowski, K.: Scalable noise estimation with random unitary operators. J. Opt. B Quantum Semiclassical Opt. 7(10), S347 (2005)MathSciNetCrossRefADS
15.
Zurück zum Zitat Godsil, C., Royle, G.F.: Algebraic Graph Theory, volume 207 of Graduate Texts in Mathematics. Springer, New York (2001) Godsil, C., Royle, G.F.: Algebraic Graph Theory, volume 207 of Graduate Texts in Mathematics. Springer, New York (2001)
16.
Zurück zum Zitat Shenvi, N., Kempe, J., Whaley, K.B.: A quantum random walk search algorithm. Phys. Rev. A 67(5), 052307 (2003)CrossRefADS Shenvi, N., Kempe, J., Whaley, K.B.: A quantum random walk search algorithm. Phys. Rev. A 67(5), 052307 (2003)CrossRefADS
17.
Zurück zum Zitat Meyer, D.A., Wong, T.G.: Connectivity is a poor indicator of fast quantum search. Phys. Rev. Lett. 114(11), 110503 (2015)CrossRefADS Meyer, D.A., Wong, T.G.: Connectivity is a poor indicator of fast quantum search. Phys. Rev. Lett. 114(11), 110503 (2015)CrossRefADS
18.
Zurück zum Zitat Pan, N., Chen, T., Sun, H., Zhang, X.: Electric-circuit realization of fast quantum search. Research 2021, 9793071 (2021)CrossRefADS Pan, N., Chen, T., Sun, H., Zhang, X.: Electric-circuit realization of fast quantum search. Research 2021, 9793071 (2021)CrossRefADS
19.
Zurück zum Zitat Ji, T., Pan, N., Chen, T., Zhang, X.: Fast quantum search of multiple vertices based on electric circuits. Quantum Inf. Process. 21(5), 172 (2022)CrossRefADS Ji, T., Pan, N., Chen, T., Zhang, X.: Fast quantum search of multiple vertices based on electric circuits. Quantum Inf. Process. 21(5), 172 (2022)CrossRefADS
20.
Zurück zum Zitat Ji, T., Pan, N., Chen, T., Zhang, X.: Quantum search of many vertices on the joined complete graph. Chin. Phys. B 31(7), 070504 (2022)CrossRefADS Ji, T., Pan, N., Chen, T., Zhang, X.: Quantum search of many vertices on the joined complete graph. Chin. Phys. B 31(7), 070504 (2022)CrossRefADS
21.
Zurück zum Zitat Wong, T.G.: Spatial search by continuous-time quantum walk with multiple marked vertices. Quantum Inf. Process. 15(4), 1411–1443 (2016)MathSciNetCrossRefADS Wong, T.G.: Spatial search by continuous-time quantum walk with multiple marked vertices. Quantum Inf. Process. 15(4), 1411–1443 (2016)MathSciNetCrossRefADS
22.
Zurück zum Zitat Bezerra, G.A., Lugão, P.H.G., Portugal, R.: Quantum-walk-based search algorithms with multiple marked vertices. Phys. Rev. A 103, 062202 (2021)MathSciNetCrossRefADS Bezerra, G.A., Lugão, P.H.G., Portugal, R.: Quantum-walk-based search algorithms with multiple marked vertices. Phys. Rev. A 103, 062202 (2021)MathSciNetCrossRefADS
23.
Zurück zum Zitat Lugão, P.H.G., Portugal, R., Sabri, M., Tanaka, H.: Multimarked spatial search by continuous-time quantum walk. arXiv:2203.14384 (2022) Lugão, P.H.G., Portugal, R., Sabri, M., Tanaka, H.: Multimarked spatial search by continuous-time quantum walk. arXiv:​2203.​14384 (2022)
24.
Zurück zum Zitat Apers, S., Chakraborty, S., Novo, L., Roland, J.: Quadratic speedup for spatial search by continuous-time quantum walk. Phys. Rev. Lett. 129, 160502 (2022)MathSciNetCrossRefADS Apers, S., Chakraborty, S., Novo, L., Roland, J.: Quadratic speedup for spatial search by continuous-time quantum walk. Phys. Rev. Lett. 129, 160502 (2022)MathSciNetCrossRefADS
25.
Zurück zum Zitat Roget, M., Kadri, H., Di Molfetta, G.: Optimality conditions for spatial search with multiple marked vertices. Phys. Rev. Res. 5, 033021 (2023)CrossRef Roget, M., Kadri, H., Di Molfetta, G.: Optimality conditions for spatial search with multiple marked vertices. Phys. Rev. Res. 5, 033021 (2023)CrossRef
26.
Zurück zum Zitat Colbourne, C., Dinitz, J.: Handbook of Combinatorial Designs. CRC Press, Boca Raton (2007) Colbourne, C., Dinitz, J.: Handbook of Combinatorial Designs. CRC Press, Boca Raton (2007)
27.
Zurück zum Zitat Chakraborty, S., Novo, L., Roland, J.: Optimality of spatial search via continuous-time quantum walks. Phys. Rev. A 102, 032214 (2020)MathSciNetCrossRefADS Chakraborty, S., Novo, L., Roland, J.: Optimality of spatial search via continuous-time quantum walks. Phys. Rev. A 102, 032214 (2020)MathSciNetCrossRefADS
28.
Zurück zum Zitat Chan, A., Godsil, C.D., Tamon, C., Xie, W.: Of shadows and gaps in spatial search. Quantum Inf. Comput. 22(13 &14), 1110–1131 (2022)MathSciNet Chan, A., Godsil, C.D., Tamon, C., Xie, W.: Of shadows and gaps in spatial search. Quantum Inf. Comput. 22(13 &14), 1110–1131 (2022)MathSciNet
29.
Zurück zum Zitat Teixeira da Silva, C.F., Posner, D., Portugal, R.: Walking on vertices and edges by continuous-time quantum walk. Quantum Inf. Process. 22(2), 93 (2023)MathSciNetCrossRefADS Teixeira da Silva, C.F., Posner, D., Portugal, R.: Walking on vertices and edges by continuous-time quantum walk. Quantum Inf. Process. 22(2), 93 (2023)MathSciNetCrossRefADS
30.
31.
Zurück zum Zitat Chen, Q.: PhD thesis, University of Waterloo, in preparation Chen, Q.: PhD thesis, University of Waterloo, in preparation
Metadaten
Titel
Quantum search by continuous-time quantum walk on t-designs
verfasst von
Pedro H. G. Lugão
Renato Portugal
Publikationsdatum
01.04.2024
Verlag
Springer US
Erschienen in
Quantum Information Processing / Ausgabe 4/2024
Print ISSN: 1570-0755
Elektronische ISSN: 1573-1332
DOI
https://doi.org/10.1007/s11128-024-04355-4

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