für Mathematik in den Naturwissenschaften Leipzig
|
|
- Percival Horn
- 5 years ago
- Views:
Transcription
1 ŠܹÈÐ Ò ¹ÁÒ Ø ØÙØ für Mathematk n den Naturwssenschaften Lepzg Bounds for multpartte concurrence by Mng L, Shao-Mng Fe, and Zh-X Wang Preprnt no.:
2
3 Bounds for multpartte concurrence Mng L 1, Shao-Mng Fe,3 and Zh-X Wang 1 College of Mathematcs and Computatonal Scence, Chna Unversty of Petroleum, Dongyng, Chna Department of Mathematcs, Captal Normal Unversty, Bejng, Chna 3 Max-Planck-Insttute for Mathematcs n the Scences, Lepzg, Germany Abstract We study the entanglement of a multpartte quantum state. An nequalty between the bpartte concurrence and the multpartte concurrence s obtaned. More effectve lower and upper bounds of the multpartte concurrence are obtaned. By usng the lower bound, the entanglement of more multpartte states are detected. PACS numbers: a, 0.0.Hj, w As a potental resource for communcaton and nformaton processng, quantum entanglement has rghtly been the subject of much study n recent years [1]. However the boundary between the entangled states and the separable states, states that can be prepared by means of local operatons and classcal communcatons [], s stll not well characterzed. Entanglement detecton turns out to be a rather tantalzng problem. A more general queston s to calculate the well defned quanttatve measures of quantum entanglement such as entanglement of formaton (EOF) [3] and concurrence [4, 5]. A seres of excellent results have been obtaned recently. There have been some (necessary) crtera for separablty, the Bell nequaltes [6], PPT (postve partal transposton) [7] (whch s also suffcent for the cases and 3 bpartte systems [8]), realgnment [9 11] and generalzed realgnment [1], as well as some necessary and suffcent operatonal crtera for low rank densty matrces[13 15]. Further more, separablty crtera based on local uncertanty relaton [16 19] and the correlaton matrx [0, 1] of the Bloch representaton for a quantum state have been derved, whch are strctly stronger than or ndependent of the PPT and realgnment crtera. The calculaton of entanglement of formaton or concurrence s complcated except for systems [] 1
4 or for states wth specal forms [3]. For general quantum states wth hgher dmensons or multpartte case, t seems to be a very dffcult problem to obtan analytcal formulas. However, one can try to fnd the lower and the upper bounds to estmate the exact values of the concurrence [4 7]. In ths paper, we focus on the concurrence. We derve new lower and upper bounds of concurrence for arbtrary quantum states. From the bounds we can detect more entangled states. Detaled examples are gven to show that the new bounds of concurrence are better than that have been obtaned before. For a pure N-partte quantum state ψ H 1 H H N, dmh = d, = 1,..., N, the concurrence of bpartte decomposton between subsystems 1 M and M +1 N s defned by C ( ψ ψ ) = (1 Tr{ρ 1 M }) (1) where ρ 1 M = Tr M+1 N{ ψ ψ } s the reduced densty matrx of ρ = ψ ψ by tracng over subsystems M + 1 N. On the other hand, the concurrence of ψ s defned by [5] C N ( ψ ψ ) = 1 N ( N ) α Tr{ρ α}, () where α labels all dfferent reduced densty matrces. For a mxed multpartte quantum state, ρ = p ψ ψ H 1 H H N, the correspondng concurrence of (1) and () are then gven by the convex roof: C (ρ) = mn {p, ψ } p C ( ψ ψ ), (3) C N (ρ) = mn {p, ψ } p C N ( ψ ψ ). (4) We now nvestgate the relaton between the two knds of concurrences. Lemma 1: For a bpartte densty matrx ρ H A H B, one has 1 Tr{ρ } 1 Tr{ρ A} + 1 Tr{ρ B}, (5) where ρ A/B = Tr B/A {ρ} be the reduced densty matrces. Proof: Let ρ = j λ j j j be the spectral decomposton, where λ j 0, j λ j = 1.
5 Then ρ 1 = j λ j,ρ = j λ j j j. Therefore 1 Tr{ρ A} + 1 Tr{ρ B} 1 + Tr{ρ } = 1 Tr{ρ A} Tr{ρ B} + Tr{ρ } = ( j λ j ),j,j λ j λ j,,j λ j λ j + j λ j = ( λ j + λ j λ j + λ j λ j + λ j λ j ) ( λ j + λ j λ j ) =,j=j =,j j,j=j,j j,j=j,j j ( λ j + λ j λ j ) + =,j,j,j = λ j λ j 0.,j j λ j The same result n ths lemma has also been derved n [7, 8] to prove the subaddtvty of the lnear entropy. Here we just gve a smpler proof. In the followng we compare the band mult-partte concurrence n (3)(4) by usng the lemma. Theorem 1: For a multpartte quantum state ρ H 1 H H N wth N 3, the followng nequalty holds, C N (ρ) max 3 N C (ρ), (6) where the maxmum s taken over all knds of bpartte concurrence. Proof: Wthout lose of generalty, we suppose that the maxmal bpartte concurrence s attaned between subsystems 1 M and (M + 1) N. For a pure multpartte state ψ H 1 H H N, Tr{ρ 1 M } = Tr{ρ (M+1) N }. From (5) we have CN( ψ ψ ) = N (( N ) Tr{ρ α}) 3 N (N α 3 N (1 Tr{ρ 1 M} + 1 Tr{ρ (M+1) N}).e. C N ( ψ ψ ) 3 N C ( ψ ψ ). Let ρ = One has = 3 N (1 Tr{ρ 1 M}) = 3 N C ( ψ ψ ), N Tr{ρ k}) p ψ ψ attan the mnmal decomposton of the multpartte concurrence. C N (ρ) = p C N ( ψ ψ ) 3 N 3 N mn {p, ψ } k=1 p C ( ψ ψ ) p C ( ψ ψ ) = 3 N C (ρ). 3
6 hold: Corollary For a trpartte quantum state ρ H 1 H H 3, the followng nequalty C 3 (ρ) maxc (ρ) (7) where the maxmum s taken over all knds of bpartte concurrence. In [4] a lower bound for a bpartte state ρ H A H B, d A d B, has been obtaned, C (ρ) d A (d A 1) [max( T A(ρ), R(ρ) ) 1]. (8) where T A, R and stand for the partal transpose, realgnment, and the trace norm (.e., the sum of the sngular values), respectvely. In [6, 9], from the separablty crtera related to local uncertanty relaton, covarance matrx and correlaton matrx, the followng lower bounds for bpartte concurrence are obtaned: C (ρ) C(ρ) (1 Tr{ρ A }) (1 Tr{ρ B }) da (d A 1) (9) and 8 C (ρ) d 3 A d B (d A 1) ( T(ρ) da d B (d A 1)(d B 1) ), (10) where the entres of the matrx C, C j = λ A λ B j λ A I db I da λ B j, T j = d Ad B λ A λ B j, λ A/B k stands for the normalzed generator of SU(d A /d B ),.e. Tr{λ A/B k λ A/B l } = δ kl and X = Tr{ρX}. It s shown that the lower bounds (9) and (10) are ndependent of (8). Now we consder a multpartte quantum state ρ H 1 H H N as a bpartte state belongng to H A H B wth the dmensons of the subsystems A and B beng d A = d s1 d s d sm and d B = d sm+1 d sm+ d sn respectvely. By usng the corollary, (8), (9) and (10) we have the followng lower bound: Theorem : For any N-partte quantum state ρ, we have: C N (ρ) 3 N max{b1, B, B3}, (11) where B1 = max {} B = max {} B3 = max {} M (M 1) [ max( TA (ρ ), R(ρ ) ) 1 ], C(ρ ) (1 Tr{(ρ A ) }) (1 Tr{(ρ B ) }), M (M 1) 8 M 3 N (M 1) ( T(ρ ) M N (M 1)(N 1) ), 4
7 ρ s are all possble bpartte decompostons of ρ, and M = mn {d s1 d s d sm,d sm+1 d sm+ d sn }, N = max {d s1 d s d sm,d sm+1 d sm+ d sn }. In [7, 30, 31], t s shown that the upper and lower bound of multpartte concurrence satsfy (4 3 N )Tr{ρ } N α Tr{ρ α} C N (ρ) N [( N ) α Tr{ρ α}]. (1) In fact we can obtan a more effectve upper bound for mult-partte concurrence. Let ρ = λ ψ ψ H 1 H H N, where ψ s are the orthogonal pure states and λ = 1. We have C N (ρ) = mn p C N ( ϕ ϕ ) {p, ϕ } λ C N ( ψ ψ ). (13) The rght sde of (13) gves a new upper bound of C N (ρ). Snce λ C N ( ψ ψ ) = 1 N λ ( N ) Tr{(ρ α) } α 1 N ( N ) α Tr{ λ (ρ α) } 1 N ( N ) α Tr{(ρ α ) }, the upper bound obtaned n (13) s better than that n (1). The lower and upper bounds can be used to estmate the value of the concurrence. Meanwhle, the lower bound of concurrence can be used to detect entanglement of quantum states. We now show that our upper and lower bounds can be better than that n (1) by several detaled examples. Example 1: Consder the Dü r-crac-tarrach states defned by [3]: ρ = σ=± λ σ 0 Ψ σ 0 Ψ σ λ j ( Ψ + j Ψ+ j + Ψ j Ψ j ), (14) j=1 where the orthonormal Greenberger-Horne-Zelnger (GHZ)-bass Ψ ± j 1 ( j ± (3 j) ), j 1 j 1 1 j wth j = j 1 j n bnary notaton. From theorem we have that the lower bound of ρ s 1. If we mx the state wth whte nose, 3 ρ(x) = (1 x) I 8 + xρ, (15) 8 by drect computaton we have, as shown n FIG. 1, the lower bound obtaned n (1) s always zero, whle the lower bound n (11) s larger than zero for 0.45 x 1, whch 5
8 C 3 Ρ x FIG. 1: Our lower and upper bounds of C 3 (ρ) from (11)(13)(sold lne) and the upper bound obtaned n (1)(dot lne) whle the lower bound n (1) s always zero. shows that ρ(x) s detected to be entangled at ths stuaton. And the upper bound (dot lne) n (1) s much larger than the upper bound we have obtaned n (13) (sold lne). Example : We consder the depolarzed state [3]: ρ = (1 x) I 8 + x ψ + ψ +, (16) 8 where 0 x 1 representng the degree of depolarzaton, ψ + = 1 ( ). From FIG. one can obvously seen that our upper bound s tghter. For 0 x our lower bound s hgher than that n (1),.e. our lower bound s closer to the true concurrence. Moreover for 0. x , our lower bound can detect the entanglement of ρ, whle the lower bound n (1) not. We have studed the concurrence for arbtrary multpartte quantum states. We derved new better lower and upper bounds. The lower bound can also be used to detect more multpartte entangled quantum states. Acknowledgments Ths work s supported by NSFC under grant , NKBRSFC under grant 004CB [1] Nelsen M A, Chuang I L. Quantum Computaton and Quantum Informaton. Cambrdge: Cambrdge Unversty Press, (000). [] R. F. Werner, Phys. Rev. A 40, 477 (1989). 6
9 C 3 Ρ x FIG. : Our lower and upper bounds of C 3 (ρ) from (11)(13) (sold lne) and the bounds obtaned n (1)(dot lne). [3] C. H. Bennett, D. P. DVncenzo and J. A. Smoln, et al. Phys. Rev. A 54, 384(1996); M. B. Pleno and S. Vrman, Quant. Inf. Comp. 7, 1(007). [4] A. Uhlmann Phys. Rev. A (000); P. Rungta, V. Bu zek, and C. M. Caves, et al. Phys. Rev. A 64, 04315(001); S. Albevero and S. M. Fe, J. Opt. B: Quantum Semclass. Opt. 3, 3(001). [5] L. Aolta and F. Mntert, Phys. Rev. Lett. 97, (006); A. R. R. Carvalho, F. Mntert, and A. Buchletner, Phys. Rev. Lett. 93, 30501(004). [6] J. S. Bell, Physcs (N.Y.) 1, 195 (1964). [7] A. Peres, Phys. Rev. Lett. 77, 1413 (1996). [8] M. Horodeck, P. Horodeck and R. Horodeck, Phys. Lett. A 3, 1 (1996). [9] O. Rudolph, Phys. Rev. A 67, 0331 (003). [10] K. Chen and L. A. Wu, Quant. Inf. Comput. 3, 193 (003). [11] K. Chen and L. A. Wu, Phys. Lett. A 306, 14 (00). [1] S. Albevero, K. Chen and S. M. Fe, Phys. Rev. A 68, (003). [13] P. Horodeck, M. Lewensten, G. Vdal and I. Crac, Phys. Rev. A 6, (000). [14] S. Albevero, S. M. Fe and D. Goswam, Phys. Lett. A 86, 91 (001). [15] S. M. Fe, X. H. Gao, X. H. Wang, Z. X. Wang and K. Wu, Phys. Lett. A 300, 555 (00). [16] H. F. Hofmann and S. Takeuch. Phys, Rev. A 68, (003). 7
10 [17] O. Gühne, M. Mechler, G. Toth and P. Adam, Phys. Rev. A 74, (R) (006). [18] O. Gühne, Phys. Rev. Lett. 9, (004). [19] O. Gühne, P. Hyllus, O. Gttsovch, and J. Esert, Phys. Rev. Lett. 99, (007). [0] J. I. de Vcente, Quantum Inf. Comput. 7, 64 (007). [1] A. S. M. Hassan and P. S. Joag, Quantum Inf. Comput. 8, 0773 (008). [] W. K. Wootters, Phys. Rev. Lett. 80, 45 (1998). [3] Terhal B M, Vollbrecht K G H, Phys. Rev. Lett., 85, 65(000); S.M. Fe, J. Jost, X.Q. L-Jost and G.F. Wang, Phys. Lett. A 310, 333(003); P. Rungta and C.M. Caves, Phys. Rev. A 67, 01307(003). [4] K. Chen, S. Albevero, and S.-M. Fe, Phys. Rev. Lett. 95, [5] X. H. Gao, S. M. Fe and K. Wu, Phys. Rev. A 74, (R) (007). [6] J. I. de Vcente, Phys. Rev. A 75, 0530 (007). [7] C. J. Zhang, Y. X. Gong, Y. S. Zhang, and G. C. Guo, Phys. Rev. A 78, 04308(008). [8] J. M. Ca, Z. W. Zhou, S. Zhang, and G. C. Guo, Phys. Rev. A 75, 0534(007). [9] C. J. Zhang, Y. S. Zhang, and S. Zhang, et al. Phys. Rev. A 76, 01334(007). [30] F. Mntert and A. Buchletner, Phys. Rev. Lett. 98, (007). [31] L. Aolta, A. Buchletner, and F. Mntert, Phys. Rev. A 78, 0308(008). [3] W. Dü r, J. I. Crac, and R. Tarrach, Phys. Rev. Lett. 83, 356 (1999). 8
arxiv: v3 [quant-ph] 24 Dec 2016
Lower and upper bounds for entanglement of Rény- entropy We Song,, Ln Chen 2,3,, and Zhuo-Lang Cao arxv:604.02783v3 [quant-ph] 24 Dec 206 Insttute for Quantum Control and Quantum Informaton, and School
More informationThe Order Relation and Trace Inequalities for. Hermitian Operators
Internatonal Mathematcal Forum, Vol 3, 08, no, 507-57 HIKARI Ltd, wwwm-hkarcom https://doorg/0988/mf088055 The Order Relaton and Trace Inequaltes for Hermtan Operators Y Huang School of Informaton Scence
More informationarxiv: v1 [quant-ph] 20 Mar 2008
Entanglement Monogamy of Trpartte Quantum States Chang-shu Yu and He-shan Song School of Physcs and Optoelectronc Technology, Dalan Unversty of Technology, Dalan 11604, P. R. Chna (Dated: November 5, 018
More informationExplicit constructions of all separable two-qubits density matrices and related problems for three-qubits systems
Explct constructons of all separable two-qubts densty matrces and related problems for three-qubts systems Y. en-ryeh and. Mann Physcs Department, Technon-Israel Insttute of Technology, Hafa 2000, Israel
More informationPHYS 215C: Quantum Mechanics (Spring 2017) Problem Set 3 Solutions
PHYS 5C: Quantum Mechancs Sprng 07 Problem Set 3 Solutons Prof. Matthew Fsher Solutons prepared by: Chatanya Murthy and James Sully June 4, 07 Please let me know f you encounter any typos n the solutons.
More informationQuantum Entanglement: Separability, Measure, Fidelity of Teleportation and Distillation
Quantum Entanglement: Separablty, Measure, Fdelty of Teleportaton and Dstllaton arxv:101.4706v1 [quant-ph] 1 Dec 010 Mng L 1, Shao-Mng Fe,3 and Xanqng L-Jost 3 1 College of Mathematcs and Computatonal
More informationarxiv:quant-ph/ v1 30 Nov 2006
Full separablty crteron for trpartte quantum systems Chang-shu Yu and He-shan Song Department of Physcs, Dalan nversty of Technology, Dalan 604, Chna Dated: December 1, 006 arxv:quant-ph/069 v1 30 Nov
More informationSolution 1 for USTC class Physics of Quantum Information
Soluton 1 for 017 018 USTC class Physcs of Quantum Informaton Shua Zhao, Xn-Yu Xu and Ka Chen Natonal Laboratory for Physcal Scences at Mcroscale and Department of Modern Physcs, Unversty of Scence and
More informationSolution 1 for USTC class Physics of Quantum Information
Soluton 1 for 018 019 USTC class Physcs of Quantum Informaton Shua Zhao, Xn-Yu Xu and Ka Chen Natonal Laboratory for Physcal Scences at Mcroscale and Department of Modern Physcs, Unversty of Scence and
More informationarxiv:quant-ph/ Feb 2000
Entanglement measures and the Hlbert-Schmdt dstance Masanao Ozawa School of Informatcs and Scences, Nagoya Unversty, Chkusa-ku, Nagoya 464-86, Japan Abstract arxv:quant-ph/236 3 Feb 2 In order to construct
More information763622S ADVANCED QUANTUM MECHANICS Solution Set 1 Spring c n a n. c n 2 = 1.
7636S ADVANCED QUANTUM MECHANICS Soluton Set 1 Sprng 013 1 Warm-up Show that the egenvalues of a Hermtan operator  are real and that the egenkets correspondng to dfferent egenvalues are orthogonal (b)
More informationThe lower and upper bounds on Perron root of nonnegative irreducible matrices
Journal of Computatonal Appled Mathematcs 217 (2008) 259 267 wwwelsevercom/locate/cam The lower upper bounds on Perron root of nonnegatve rreducble matrces Guang-Xn Huang a,, Feng Yn b,keguo a a College
More informationarxiv:quant-ph/ Jul 2002
Lnear optcs mplementaton of general two-photon proectve measurement Andrze Grudka* and Anton Wóck** Faculty of Physcs, Adam Mckewcz Unversty, arxv:quant-ph/ 9 Jul PXOWRZVNDR]QDRODQG Abstract We wll present
More informationSingular Value Decomposition: Theory and Applications
Sngular Value Decomposton: Theory and Applcatons Danel Khashab Sprng 2015 Last Update: March 2, 2015 1 Introducton A = UDV where columns of U and V are orthonormal and matrx D s dagonal wth postve real
More informationHow many singlets are needed to create a bipartite state via LOCC?
How many snglets are needed to create a bpartte state va LOCC? Nlanjana Datta Unversty of Cambrdge,U.K. jontly wth: Francesco Buscem Unversty of Nagoya, Japan [PRL 106, 130503 (2011)] ntanglement cannot
More informationInner Product. Euclidean Space. Orthonormal Basis. Orthogonal
Inner Product Defnton 1 () A Eucldean space s a fnte-dmensonal vector space over the reals R, wth an nner product,. Defnton 2 (Inner Product) An nner product, on a real vector space X s a symmetrc, blnear,
More informationGeneralized measurements to distinguish classical and quantum correlations
Generalzed measurements to dstngush classcal and quantum correlatons. R. Usha Dev Department of physcs, angalore Unversty, angalore-560 056, Inda and. K. Rajagopal, Department of omputer Scence and enter
More informationQuantum and Classical Information Theory with Disentropy
Quantum and Classcal Informaton Theory wth Dsentropy R V Ramos rubensramos@ufcbr Lab of Quantum Informaton Technology, Department of Telenformatc Engneerng Federal Unversty of Ceara - DETI/UFC, CP 6007
More informationarxiv:quant-ph/ v1 16 Mar 2000
Partal Teleportaton of Entanglement n the Nosy Envronment Jnhyoung Lee, 1,2 M. S. Km, 1 Y. J. Park, 2 and S. Lee 1 School of Mathematcs and Physcs, The Queen s Unversty of Belfast, BT7 1NN, Unted Kngdom
More informationC/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1
C/CS/Phy9 Problem Set 3 Solutons Out: Oct, 8 Suppose you have two qubts n some arbtrary entangled state ψ You apply the teleportaton protocol to each of the qubts separately What s the resultng state obtaned
More informationAPPENDIX A Some Linear Algebra
APPENDIX A Some Lnear Algebra The collecton of m, n matrces A.1 Matrces a 1,1,..., a 1,n A = a m,1,..., a m,n wth real elements a,j s denoted by R m,n. If n = 1 then A s called a column vector. Smlarly,
More informationAn Inequality for the trace of matrix products, using absolute values
arxv:1106.6189v2 [math-ph] 1 Sep 2011 An Inequalty for the trace of matrx products, usng absolute values Bernhard Baumgartner 1 Fakultät für Physk, Unverstät Wen Boltzmanngasse 5, A-1090 Venna, Austra
More informationTheory of Quantum Entanglement
Theory of Quantum Entanglement Shao-Ming Fei Capital Normal University, Beijing Universität Bonn, Bonn Richard Feynman 1980 Certain quantum mechanical effects cannot be simulated efficiently on a classical
More informationLectures - Week 4 Matrix norms, Conditioning, Vector Spaces, Linear Independence, Spanning sets and Basis, Null space and Range of a Matrix
Lectures - Week 4 Matrx norms, Condtonng, Vector Spaces, Lnear Independence, Spannng sets and Bass, Null space and Range of a Matrx Matrx Norms Now we turn to assocatng a number to each matrx. We could
More informationarxiv: v1 [quant-ph] 8 Oct 2015
Lmtatons on entanglement as a unversal resource n multpartte systems Somshubhro Bandyopadhyay and Saronath Halder Department of Physcs and Center for Astropartcle Physcs and Space Scence, Bose Insttute,
More informationOn PPT States in C K C M C N Composite Quantum Systems
Commun. Theor. Phys. (Beijing, China) 42 (2004) pp. 25 222 c International Academic Publishers Vol. 42, No. 2, August 5, 2004 On PPT States in C K C M C N Composite Quantum Systems WANG Xiao-Hong, FEI
More informationPh 219a/CS 219a. Exercises Due: Wednesday 23 October 2013
1 Ph 219a/CS 219a Exercses Due: Wednesday 23 October 2013 1.1 How far apart are two quantum states? Consder two quantum states descrbed by densty operators ρ and ρ n an N-dmensonal Hlbert space, and consder
More informationRandić Energy and Randić Estrada Index of a Graph
EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS Vol. 5, No., 202, 88-96 ISSN 307-5543 www.ejpam.com SPECIAL ISSUE FOR THE INTERNATIONAL CONFERENCE ON APPLIED ANALYSIS AND ALGEBRA 29 JUNE -02JULY 20, ISTANBUL
More informationCSCE 790S Background Results
CSCE 790S Background Results Stephen A. Fenner September 8, 011 Abstract These results are background to the course CSCE 790S/CSCE 790B, Quantum Computaton and Informaton (Sprng 007 and Fall 011). Each
More informationEntanglement vs Discord: Who Wins?
Entanglement vs Dscord: Who Wns? Vlad Gheorghu Department of Physcs Carnege Mellon Unversty Pttsburgh, PA 15213, U.S.A. Januray 20, 2011 Vlad Gheorghu (CMU) Entanglement vs Dscord: Who Wns? Januray 20,
More informationThe Two-scale Finite Element Errors Analysis for One Class of Thermoelastic Problem in Periodic Composites
7 Asa-Pacfc Engneerng Technology Conference (APETC 7) ISBN: 978--6595-443- The Two-scale Fnte Element Errors Analyss for One Class of Thermoelastc Problem n Perodc Compostes Xaoun Deng Mngxang Deng ABSTRACT
More informationDuality of Entanglement Norms
Dualty of Entanglement Norms Nathanel Johnston a,b, Davd W. Krbs a,b a Department of Mathematcs & Statstcs, Unversty of Guelph, Guelph, Ontaro N1G 2W1, Canada b Insttute for Quantum Computng, Unversty
More informationarxiv: v2 [quant-ph] 29 Jun 2018
Herarchy of Spn Operators, Quantum Gates, Entanglement, Tensor Product and Egenvalues Wll-Hans Steeb and Yorck Hardy arxv:59.7955v [quant-ph] 9 Jun 8 Internatonal School for Scentfc Computng, Unversty
More informationarxiv:quant-ph/ v4 13 Mar 2001
Separablty and entanglement n C 2 C 2 C N composte quantum systems Snša Karnas and Macej Lewensten Insttut für Theoretsche Physk, Unverstät Hannover, D-3067 Hannover, Germany arxv:quant-ph/0025v4 3 Mar
More informationarxiv: v3 [quant-ph] 30 Oct 2017
Noname manuscript No (will be inserted by the editor) Lower bound on concurrence for arbitrary-dimensional tripartite quantum states Wei Chen Shao-Ming Fei Zhu-Jun Zheng arxiv:160304716v3 [quant-ph] 30
More informationMore metrics on cartesian products
More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of
More informationarxiv: v1 [math.co] 1 Mar 2014
Unon-ntersectng set systems Gyula O.H. Katona and Dánel T. Nagy March 4, 014 arxv:1403.0088v1 [math.co] 1 Mar 014 Abstract Three ntersecton theorems are proved. Frst, we determne the sze of the largest
More informationOn the spectral norm of r-circulant matrices with the Pell and Pell-Lucas numbers
Türkmen and Gökbaş Journal of Inequaltes and Applcatons (06) 06:65 DOI 086/s3660-06-0997-0 R E S E A R C H Open Access On the spectral norm of r-crculant matrces wth the Pell and Pell-Lucas numbers Ramazan
More informationErrors for Linear Systems
Errors for Lnear Systems When we solve a lnear system Ax b we often do not know A and b exactly, but have only approxmatons  and ˆb avalable. Then the best thng we can do s to solve ˆx ˆb exactly whch
More informationChapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems
Numercal Analyss by Dr. Anta Pal Assstant Professor Department of Mathematcs Natonal Insttute of Technology Durgapur Durgapur-713209 emal: anta.bue@gmal.com 1 . Chapter 5 Soluton of System of Lnear Equatons
More informationUniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity
Int. Journal of Math. Analyss, Vol. 6, 212, no. 22, 195-114 Unqueness of Weak Solutons to the 3D Gnzburg- Landau Model for Superconductvty Jshan Fan Department of Appled Mathematcs Nanjng Forestry Unversty
More informationMax-Planck-Institut für Mathematik in den Naturwissenschaften Leipzig
Max-Planck-Institut für Mathematik in den aturwissenschaften Leipzig Genuine multipartite entanglement detection and lower bound of multipartite concurrence by Ming Li, Shao-Ming Fei, Xianqing Li-Jost,
More informationThe entanglement of purification
JOURNAL OF MATHEMATICAL PHYSICS VOLUME 43, NUMBER 9 SEPTEMBER 2002 The entanglement of purfcaton Barbara M. Terhal a) Insttute for Quantum Informaton, Calforna Insttute of Technology, Pasadena, Calforna
More informationMath 217 Fall 2013 Homework 2 Solutions
Math 17 Fall 013 Homework Solutons Due Thursday Sept. 6, 013 5pm Ths homework conssts of 6 problems of 5 ponts each. The total s 30. You need to fully justfy your answer prove that your functon ndeed has
More informationfür Mathematik in den Naturwissenschaften Leipzig
ŠܹÈÐ Ò ¹ÁÒ Ø ØÙØ für Mathematk n den Naturwssenschaften Lepzg Asymptotcally optmal dscrmnaton between multple pure quantum states by Mchael Nussbaum, and Arleta Szkola Preprnt no.: 1 2010 Asymptotcally
More informationMATH 241B FUNCTIONAL ANALYSIS - NOTES EXAMPLES OF C ALGEBRAS
MATH 241B FUNCTIONAL ANALYSIS - NOTES EXAMPLES OF C ALGEBRAS These are nformal notes whch cover some of the materal whch s not n the course book. The man purpose s to gve a number of nontrval examples
More informationNorm Bounds for a Transformed Activity Level. Vector in Sraffian Systems: A Dual Exercise
ppled Mathematcal Scences, Vol. 4, 200, no. 60, 2955-296 Norm Bounds for a ransformed ctvty Level Vector n Sraffan Systems: Dual Exercse Nkolaos Rodousaks Department of Publc dmnstraton, Panteon Unversty
More informationComposite Hypotheses testing
Composte ypotheses testng In many hypothess testng problems there are many possble dstrbutons that can occur under each of the hypotheses. The output of the source s a set of parameters (ponts n a parameter
More informationarxiv: v1 [quant-ph] 6 Sep 2007
An Explct Constructon of Quantum Expanders Avraham Ben-Aroya Oded Schwartz Amnon Ta-Shma arxv:0709.0911v1 [quant-ph] 6 Sep 2007 Abstract Quantum expanders are a natural generalzaton of classcal expanders.
More informationClassification of Arbitrary Multipartite Entangled States under Local Unitary Equivalence
Classfcaton of Arbtrary Multpartte Entangled States under Local Untary Equvalence arxv:.4379v2 [quant-ph] 28 Feb 203 Jun-L L and Cong-Feng Qao,2 Department of Physcs, Graduate Unversty of Chnese Academy
More informationA CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS
Journal of Mathematcal Scences: Advances and Applcatons Volume 25, 2014, Pages 1-12 A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS JIA JI, WEN ZHANG and XIAOFEI QI Department of Mathematcs
More informationAffine transformations and convexity
Affne transformatons and convexty The purpose of ths document s to prove some basc propertes of affne transformatons nvolvng convex sets. Here are a few onlne references for background nformaton: http://math.ucr.edu/
More informationarxiv:quant-ph/ v2 5 Oct 2005
Probablstc clonng wth supplementary nformaton arxv:quant-ph/0505207 v2 5 Oct 2005 Koj Azuma, 1, Junch Shmamura, 1,2, 3 Masato Koash, 1,2, 3 and Nobuyuk Imoto 1,2, 3 1 Dvson of Materals Physcs, Department
More informationCharacterizing entanglement by momentum jump in the frustrated Heisenberg ring at a quantum phase transition
Characterzng entanglement by momentum jump n the frustrated Hesenberg rng at a quantum phase transton Xao-Feng Qan, 1 Tao Sh, 1 Yng L, 1 Z. Song, 1, * and C. P. Sun 1,2,, 1 Department of Physcs, Nanka
More informationConvexity preserving interpolation by splines of arbitrary degree
Computer Scence Journal of Moldova, vol.18, no.1(52), 2010 Convexty preservng nterpolaton by splnes of arbtrary degree Igor Verlan Abstract In the present paper an algorthm of C 2 nterpolaton of dscrete
More informationDiscrete Mathematics. Laplacian spectral characterization of some graphs obtained by product operation
Dscrete Mathematcs 31 (01) 1591 1595 Contents lsts avalable at ScVerse ScenceDrect Dscrete Mathematcs journal homepage: www.elsever.com/locate/dsc Laplacan spectral characterzaton of some graphs obtaned
More informationComplete subgraphs in multipartite graphs
Complete subgraphs n multpartte graphs FLORIAN PFENDER Unverstät Rostock, Insttut für Mathematk D-18057 Rostock, Germany Floran.Pfender@un-rostock.de Abstract Turán s Theorem states that every graph G
More informationarxiv: v1 [quant-ph] 26 Feb 2018
Strong Subaddtvty Lower Bound and Quantum Channels L. R. S. Mendes 1, 2 and M. C. de Olvera 2, 1 Insttuto de Físca de São Carlos, Unversdade de São Paulo, 13560-970, São Carlos, SP, Brazl 2 Insttuto de
More informationEigenvalues of Random Graphs
Spectral Graph Theory Lecture 2 Egenvalues of Random Graphs Danel A. Spelman November 4, 202 2. Introducton In ths lecture, we consder a random graph on n vertces n whch each edge s chosen to be n the
More information9 Characteristic classes
THEODORE VORONOV DIFFERENTIAL GEOMETRY. Sprng 2009 [under constructon] 9 Characterstc classes 9.1 The frst Chern class of a lne bundle Consder a complex vector bundle E B of rank p. We shall construct
More informationTHE Hadamard product of two nonnegative matrices and
IAENG Internatonal Journal of Appled Mathematcs 46:3 IJAM_46_3_5 Some New Bounds for the Hadamard Product of a Nonsngular M-matrx and Its Inverse Zhengge Huang Lgong Wang and Zhong Xu Abstract Some new
More informationLecture 6/7 (February 10/12, 2014) DIRAC EQUATION. The non-relativistic Schrödinger equation was obtained by noting that the Hamiltonian 2
P470 Lecture 6/7 (February 10/1, 014) DIRAC EQUATION The non-relatvstc Schrödnger equaton was obtaned by notng that the Hamltonan H = P (1) m can be transformed nto an operator form wth the substtutons
More informationMaximizing the number of nonnegative subsets
Maxmzng the number of nonnegatve subsets Noga Alon Hao Huang December 1, 213 Abstract Gven a set of n real numbers, f the sum of elements of every subset of sze larger than k s negatve, what s the maxmum
More informationψ = i c i u i c i a i b i u i = i b 0 0 b 0 0
Quantum Mechancs, Advanced Course FMFN/FYSN7 Solutons Sheet Soluton. Lets denote the two operators by  and ˆB, the set of egenstates by { u }, and the egenvalues as  u = a u and ˆB u = b u. Snce the
More informationPh 219a/CS 219a. Exercises Due: Wednesday 12 November 2008
1 Ph 19a/CS 19a Exercses Due: Wednesday 1 November 008.1 Whch state dd Alce make? Consder a game n whch Alce prepares one of two possble states: ether ρ 1 wth a pror probablty p 1, or ρ wth a pror probablty
More informationFirst day August 1, Problems and Solutions
FOURTH INTERNATIONAL COMPETITION FOR UNIVERSITY STUDENTS IN MATHEMATICS July 30 August 4, 997, Plovdv, BULGARIA Frst day August, 997 Problems and Solutons Problem. Let {ε n } n= be a sequence of postve
More information1 Matrix representations of canonical matrices
1 Matrx representatons of canoncal matrces 2-d rotaton around the orgn: ( ) cos θ sn θ R 0 = sn θ cos θ 3-d rotaton around the x-axs: R x = 1 0 0 0 cos θ sn θ 0 sn θ cos θ 3-d rotaton around the y-axs:
More informationThe Concept of Beamforming
ELG513 Smart Antennas S.Loyka he Concept of Beamformng Generc representaton of the array output sgnal, 1 where w y N 1 * = 1 = w x = w x (4.1) complex weghts, control the array pattern; y and x - narrowband
More informationStructure and Drive Paul A. Jensen Copyright July 20, 2003
Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.
More informationA Local Variational Problem of Second Order for a Class of Optimal Control Problems with Nonsmooth Objective Function
A Local Varatonal Problem of Second Order for a Class of Optmal Control Problems wth Nonsmooth Objectve Functon Alexander P. Afanasev Insttute for Informaton Transmsson Problems, Russan Academy of Scences,
More informationarxiv: v2 [quant-ph] 25 Dec 2013
A comparson of old and new defntons of the geometrc measure of entanglement Ln Chen 1, Martn Aulbach 2, Mchal Hajdušek 3 arxv:1308.0806v2 [quant-ph] 25 Dec 2013 1 Department of Pure Mathematcs and Insttute
More informationn α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0
MODULE 2 Topcs: Lnear ndependence, bass and dmenson We have seen that f n a set of vectors one vector s a lnear combnaton of the remanng vectors n the set then the span of the set s unchanged f that vector
More information2.3 Nilpotent endomorphisms
s a block dagonal matrx, wth A Mat dm U (C) In fact, we can assume that B = B 1 B k, wth B an ordered bass of U, and that A = [f U ] B, where f U : U U s the restrcton of f to U 40 23 Nlpotent endomorphsms
More informationPerron Vectors of an Irreducible Nonnegative Interval Matrix
Perron Vectors of an Irreducble Nonnegatve Interval Matrx Jr Rohn August 4 2005 Abstract As s well known an rreducble nonnegatve matrx possesses a unquely determned Perron vector. As the man result of
More informationNonadditive Conditional Entropy and Its Significance for Local Realism
Nonaddtve Condtonal Entropy and Its Sgnfcance for Local Realsm arxv:uant-ph/0001085 24 Jan 2000 Sumyosh Abe (1) and A. K. Rajagopal (2) (1)College of Scence and Technology, Nhon Unversty, Funabash, Chba
More information7. Products and matrix elements
7. Products and matrx elements 1 7. Products and matrx elements Based on the propertes of group representatons, a number of useful results can be derved. Consder a vector space V wth an nner product ψ
More informationAnother converse of Jensen s inequality
Another converse of Jensen s nequalty Slavko Smc Abstract. We gve the best possble global bounds for a form of dscrete Jensen s nequalty. By some examples ts frutfulness s shown. 1. Introducton Throughout
More informationThe Geometry of Logit and Probit
The Geometry of Logt and Probt Ths short note s meant as a supplement to Chapters and 3 of Spatal Models of Parlamentary Votng and the notaton and reference to fgures n the text below s to those two chapters.
More informationSTAT 309: MATHEMATICAL COMPUTATIONS I FALL 2018 LECTURE 16
STAT 39: MATHEMATICAL COMPUTATIONS I FALL 218 LECTURE 16 1 why teratve methods f we have a lnear system Ax = b where A s very, very large but s ether sparse or structured (eg, banded, Toepltz, banded plus
More informationLinear Approximation with Regularization and Moving Least Squares
Lnear Approxmaton wth Regularzaton and Movng Least Squares Igor Grešovn May 007 Revson 4.6 (Revson : March 004). 5 4 3 0.5 3 3.5 4 Contents: Lnear Fttng...4. Weghted Least Squares n Functon Approxmaton...
More information8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS
SECTION 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS 493 8.4 COMPLEX VECTOR SPACES AND INNER PRODUCTS All the vector spaces you have studed thus far n the text are real vector spaces because the scalars
More informationThe internal structure of natural numbers and one method for the definition of large prime numbers
The nternal structure of natural numbers and one method for the defnton of large prme numbers Emmanul Manousos APM Insttute for the Advancement of Physcs and Mathematcs 3 Poulou str. 53 Athens Greece Abstract
More informationYong Joon Ryang. 1. Introduction Consider the multicommodity transportation problem with convex quadratic cost function. 1 2 (x x0 ) T Q(x x 0 )
Kangweon-Kyungk Math. Jour. 4 1996), No. 1, pp. 7 16 AN ITERATIVE ROW-ACTION METHOD FOR MULTICOMMODITY TRANSPORTATION PROBLEMS Yong Joon Ryang Abstract. The optmzaton problems wth quadratc constrants often
More informationThe Jacobsthal and Jacobsthal-Lucas Numbers via Square Roots of Matrices
Internatonal Mathematcal Forum, Vol 11, 2016, no 11, 513-520 HIKARI Ltd, wwwm-hkarcom http://dxdoorg/1012988/mf20166442 The Jacobsthal and Jacobsthal-Lucas Numbers va Square Roots of Matrces Saadet Arslan
More informationON THE EXTENDED HAAGERUP TENSOR PRODUCT IN OPERATOR SPACES. 1. Introduction
ON THE EXTENDED HAAGERUP TENSOR PRODUCT IN OPERATOR SPACES TAKASHI ITOH AND MASARU NAGISA Abstract We descrbe the Haagerup tensor product l h l and the extended Haagerup tensor product l eh l n terms of
More informationSolutions to exam in SF1811 Optimization, Jan 14, 2015
Solutons to exam n SF8 Optmzaton, Jan 4, 25 3 3 O------O -4 \ / \ / The network: \/ where all lnks go from left to rght. /\ / \ / \ 6 O------O -5 2 4.(a) Let x = ( x 3, x 4, x 23, x 24 ) T, where the varable
More informationError Probability for M Signals
Chapter 3 rror Probablty for M Sgnals In ths chapter we dscuss the error probablty n decdng whch of M sgnals was transmtted over an arbtrary channel. We assume the sgnals are represented by a set of orthonormal
More informationLecture 3. Ax x i a i. i i
18.409 The Behavor of Algorthms n Practce 2/14/2 Lecturer: Dan Spelman Lecture 3 Scrbe: Arvnd Sankar 1 Largest sngular value In order to bound the condton number, we need an upper bound on the largest
More informationA new Approach for Solving Linear Ordinary Differential Equations
, ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of
More informationChat eld, C. and A.J.Collins, Introduction to multivariate analysis. Chapman & Hall, 1980
MT07: Multvarate Statstcal Methods Mke Tso: emal mke.tso@manchester.ac.uk Webpage for notes: http://www.maths.manchester.ac.uk/~mkt/new_teachng.htm. Introducton to multvarate data. Books Chat eld, C. and
More informatione - c o m p a n i o n
OPERATIONS RESEARCH http://dxdoorg/0287/opre007ec e - c o m p a n o n ONLY AVAILABLE IN ELECTRONIC FORM 202 INFORMS Electronc Companon Generalzed Quantty Competton for Multple Products and Loss of Effcency
More informationA combinatorial problem associated with nonograms
A combnatoral problem assocated wth nonograms Jessca Benton Ron Snow Nolan Wallach March 21, 2005 1 Introducton. Ths work was motvated by a queston posed by the second named author to the frst named author
More information1 GSW Iterative Techniques for y = Ax
1 for y = A I m gong to cheat here. here are a lot of teratve technques that can be used to solve the general case of a set of smultaneous equatons (wrtten n the matr form as y = A), but ths chapter sn
More informationGeometry of Müntz Spaces
WDS'12 Proceedngs of Contrbuted Papers, Part I, 31 35, 212. ISBN 978-8-7378-224-5 MATFYZPRESS Geometry of Müntz Spaces P. Petráček Charles Unversty, Faculty of Mathematcs and Physcs, Prague, Czech Republc.
More informationLorentz Group. Ling Fong Li. 1 Lorentz group Generators Simple representations... 3
Lorentz Group Lng Fong L ontents Lorentz group. Generators............................................. Smple representatons..................................... 3 Lorentz group In the dervaton of Drac
More informationOn the correction of the h-index for career length
1 On the correcton of the h-ndex for career length by L. Egghe Unverstet Hasselt (UHasselt), Campus Depenbeek, Agoralaan, B-3590 Depenbeek, Belgum 1 and Unverstet Antwerpen (UA), IBW, Stadscampus, Venusstraat
More informationThe Prncpal Component Transform The Prncpal Component Transform s also called Karhunen-Loeve Transform (KLT, Hotellng Transform, oregenvector Transfor
Prncpal Component Transform Multvarate Random Sgnals A real tme sgnal x(t can be consdered as a random process and ts samples x m (m =0; ;N, 1 a random vector: The mean vector of X s X =[x0; ;x N,1] T
More informationRoot Structure of a Special Generalized Kac- Moody Algebra
Mathematcal Computaton September 04, Volume, Issue, PP8-88 Root Structu of a Specal Generalzed Kac- Moody Algebra Xnfang Song, #, Xaox Wang Bass Department, Bejng Informaton Technology College, Bejng,
More informationU.C. Berkeley CS294: Spectral Methods and Expanders Handout 8 Luca Trevisan February 17, 2016
U.C. Berkeley CS94: Spectral Methods and Expanders Handout 8 Luca Trevsan February 7, 06 Lecture 8: Spectral Algorthms Wrap-up In whch we talk about even more generalzatons of Cheeger s nequaltes, and
More informationUsing T.O.M to Estimate Parameter of distributions that have not Single Exponential Family
IOSR Journal of Mathematcs IOSR-JM) ISSN: 2278-5728. Volume 3, Issue 3 Sep-Oct. 202), PP 44-48 www.osrjournals.org Usng T.O.M to Estmate Parameter of dstrbutons that have not Sngle Exponental Famly Jubran
More information