A successive approximation method for quantum separability
Deren HAN, Liqun QI
A successive approximation method for quantum separability
Determining whether a quantum state is separable or inseparable (entangled) is a problem of fundamental importance in quantum science and has attracted much attention since its first recognition by Einstein, Podolsky and Rosen [Phys. Rev., 1935, 47: 777] and Schröodinger [Naturwissenschaften, 1935, 23: 807-812, 823-828, 844-849]. In this paper, we propose a successive approximation method (SAM) for this problem, which approximates a given quantum state by a so-called separable state: if the given states is separable, this method finds its rank-one components and the associated weights; otherwise, this method finds the distance between the given state to the set of separable states, which gives information about the degree of entanglement in the system. The key task per iteration is to find a feasible descent direction, which is equivalent to finding the largest M-eigenvalue of a fourth-order tensor. We give a direct method for this problem when the dimension of the tensor is 2 and a heuristic cross-hill method for cases of high dimension. Some numerical results and experiences are presented.
Quantum system / entanglement / tensor / successive approximation / M-eigenvalue / cross-hill
[1] |
Bazarra M S, Sherali H D, Shetty C M. Nonlinear Programming: Theory and Algorithms. New York: John Wiley and Sons, Inc, 1993
|
[2] |
Cox D, Little J, O’Shea D. Using Algebraic Geometry. New York: Springer-Verlag, 1998
CrossRef
Google scholar
|
[3] |
Dahl D, Leinass J M, Myrheim J, Ovrum E. A tensor product matrix approximation problem in quantum physics. Linear Algebra Appl, 2007, 420: 711-725
CrossRef
Google scholar
|
[4] |
Doherty A C, Parrilo P A, Spedalieri F M. Distinguishing separable and entangled states. Phys. Rev. Lett, 2002, 88: 187904
CrossRef
Google scholar
|
[5] |
Einstein A, Podolsky B, Rosen N. Can quantum-mechanical description of physical reality be considered complete? Phys Rev, 1935, 47: 777
CrossRef
Google scholar
|
[6] |
Gurvits L. Classical deterministic complexity of Edmonds’ problem and quantum entanglement. IN: Proceedings of the Thirty-Fifth ACM Symposium on Theory of Computing. New York: ACM, 2003, 10-19
|
[7] |
Han D, Dai H, Qi L. Conditions for strong ellipticity of anisotropic elastic materials. J Elasticity, 2009, 97: 1-13
CrossRef
Google scholar
|
[8] |
Han D, Qi L, Wu Ed. Extreme diffusion values for non-Gaussian diffusions. Optim Methods Softw, 2008, 23: 703-716
CrossRef
Google scholar
|
[9] |
Horodecki M, Horodecki P, Horodecki R. Separability of mixed states: Necessary and sufficient conditions. Phys Lett A, 1996, 223: 1-8
CrossRef
Google scholar
|
[10] |
Ioannou L M, Travaglione B C, Cheung D, Ekert K. Improved algorithm for quantum separability and entanglement detection. Phys Rev A, 2004, 70: 060303
CrossRef
Google scholar
|
[11] |
Ling C, Nie J, Qi L, Ye Y. Bi-quadratic optimization over unit spheres and semidefinite programming relaxations. SIAM J Optim, 2009, 20: 1286-1310
CrossRef
Google scholar
|
[12] |
Ng M, Qi L, Zhou G. Finding the largest eigenvalue of a non-negative tensor. SIAM J Matrix Anal Appl, 2009, 31: 1090-1099
CrossRef
Google scholar
|
[13] |
Nielsen M N, Chuang I L. Quantum Computation and Quantum Information. Cambridge: Cambridge University Press, 2000
|
[14] |
Peres A. Separability criterion for density matrices. Phys Rev Lett, 1996, 77: 1413-1415
CrossRef
Google scholar
|
[15] |
Pittenger A O, Rubin M H. Geometry of entanglement witness and local detection of entanglement. Phys Rev A, 2003, 67: 012327
CrossRef
Google scholar
|
[16] |
Qi L. Rank and eigenvalues of a supersymmetric tensor, a multivariate homogeneous polynomial and an algebraic surface defined by them. J Symbolic Comput, 2006, 41: 1309-1327
CrossRef
Google scholar
|
[17] |
Qi L. Eigenvalues and invariants of tensors. J Math Anal Appl, 2007, 325: 1363-1377
CrossRef
Google scholar
|
[18] |
Qi L, Dai H, Han D. Conditions for strong ellipticity. Front Math China, 2009, 4: 349-364
CrossRef
Google scholar
|
[19] |
Qi L, Wang F, Wang Y. A global homogenous polynomial optimization problem over the unit sphere. Working Paper, Department of Applied Mathematics, The Hong Kong Polytechnic University, 2007
|
[20] |
Qi L, Wang F, Wang Y. Z-eigenvalue methods for a global polynomial optimization problem. Math Program, 2009, 118: 301-316
CrossRef
Google scholar
|
[21] |
Qi L, Wang Y, Wu Ed. D-eigenvalues of diffusion kurtosis tensors. J Comp Appl Math, 2008, 221: 150-157
CrossRef
Google scholar
|
[22] |
Schrödinger E. Die gegenwärtige situation in der quantenmechanik. Naturwissenschaften, 1935, 23: 807-812, 823-828, 844-849
|
[23] |
Verstraete F, Dehaene J, De Moor B. On the geometry of entangled states. J Mod Opt, 2002, 49: 1277-1287
CrossRef
Google scholar
|
/
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