Abstract
The CANDECOMP/PARAFAC (CP) decomposition is a generalization of the spectral decomposition of matrices to higher-order tensors. In this paper we use the CP decomposition to study unitary equivalence of higher order tensors and construct several invariants of local unitary equivalence for general higher order tensors. Based on this new method, we study the coefficient tensors of 3-qubit states and obtain a necessary and sufficient criterion for local unitary equivalence of general tripartite states in terms of the CP decomposition. We also generalize this method to obtain some invariants of local unitary equivalence for general multi-partite qudits.
Similar content being viewed by others
References
Nielsen, M.A., Chuang, I.L.: Quantum Computation and Quantum Information. Cambridge University Press, Cambridge (2000)
Zhang, T.G., Zhao, M.J., Li, M., Fei, S.M., Li-Jost, X.Q.: . Phys. Rev. A 88, 042304 (2013)
Li, M., Zhang, T.G., Fei, S.M., Li-Jost, X.Q., Jing, N.: . Phys. Rev. A 89, 062325 (2014)
Martins, A.M.: . Phys. Rev. A 91, 042308 (2015)
Jing, N., Fei, S.M., Li, M., Li-Jost, X.Q., Zhang, T.G.: . Phys. Rev. A 92, 022306 (2015)
Zhou, C., Zhang, T.G., Fei, S.M., Jing, N., Li-Jost, X.Q.: ., vol. 86 (2012)
Li, J.L., Qiao, C.F.: . J. Phys. A 46, 075301 (2013)
Makhlin, Y.: . Quant. Info. Proc. 1, 243 (2002)
Linden, N., Popescu, S., Sudbery, A.: . Phys. Rev. Lett. 83, 243 (1999)
Kraus, B.: . Phys. Rev. Lett. 104, 020504 (2010)
Kraus, B.: . Phys. Rev. A 82, 032121 (2010)
Albeverio, S., Fei, S.M., Parashar, P., Yang, W.L.: . Phys. Rev. A 68, 010303 (2003)
Albeverio, S., Fei, S.M., Goswami, D.: . Phys. Lett. A 340, 37 (2005)
Sun, B.Z., Fei, S.M., Li-Jost, X.Q., Wang, Z.X.: . J. Phys. A 39, L43–L47 (2006)
Liu, B., Li, J.L., Li, X., Qiao, C.F.: . Phys. Rev. Lett. 108, 050501 (2012)
Kolda, T.G., Bader, B.W.: . SIAM Rev. 51, 455–500 (2009)
Hitchcock, F.L.: . J. Math. Phys. 7, 39–79 (1927)
Hitchcock, F.L.: . J. Math. Phys. 6, 164–189 (1927)
Cattell, R.B.: . Psych. 9, 267–283 (1944)
Appellof, C.J., Davidson, E.R.: . Anal. Chem. 53, 2053–2056 (1981)
Smilde, A., Bro, R., Geladi, P.: Muilti-Way Analysis: Applications in the Chemical Sciences. Wiley, West Sussex (2004)
Carroll, J.D., Chang, J.J.: . Psych. 35, 283–391 (1970)
Tucker, L.R.: . Psych. 31, 279–311 (1966)
Jing, N., Li, M., Li-Jost, X., Zhang, T., Fei, S.M.: . J. Phys. A: Math. Theor. 47, 215303 (2014). (8pp)
Kruskal, J.B.: . Linear Algebra Appl. 18, 95–138 (1977)
Qi, L.Q.: Tensor Analysis. SIAM, USA (2017)
Van Loan, C.F.: . J. Comput. Appl. Math. 123, 85–100 (2000)
Sidiropoulos, N.D., Bro, R.: . J. Chemom. 14, 229–239 (2000)
Kruskal, J.B.: . Multiway Data Analysis 33, 7–18 (1989)
Jing, N., Yang, M., Zhao, H.: . J. Math. Phys. 57, 062205 (2016)
Horn, R.A., Johnson, C.R.: Matrix Analysis, 2nd edn. Cambridge University Press, Cambridge (2013)
Bro, R., Kiers, H.A.L.: . J. Chemom. 17, 274–286 (2003)
Harshman, R.A.: . UCLA Working Papers in Phonetics 16, 1–84 (1970)
Wang, L.Q., Chu, M.T., Yu, B., SIAM, J.: . Matrix Analysis Appl. 36, 1–19 (2015)
Acknowledgments
The research is supported in part by Simons Foundation grant no. 523868 and National Natural Science Foundation of China grant nos. 12126351 and 12126314.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Chang, J., Jing, N. Local Unitary Equivalence of Generic Multi-qubits Based on the CP Decomposition. Int J Theor Phys 61, 137 (2022). https://doi.org/10.1007/s10773-022-05106-w
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10773-022-05106-w