메뉴 건너뛰기




Volumn 10, Issue 1, 2011, Pages 13-26

A hybrid classical-quantum clustering algorithm based on quantum walks

Author keywords

Data clustering; Quantum computation; Quantum walk; Unsupervised learning

Indexed keywords

CLASSICAL-QUANTUM; DATA CLUSTERING; DATA POINTS; DATA SETS; DISCRETE-TIME; FAST RATE; OTHER ALGORITHMS; QUANTUM ALGORITHMS; QUANTUM COMPUTATION; QUANTUM WALK;

EID: 79551535593     PISSN: 15700755     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11128-010-0169-y     Document Type: Article
Times cited : (14)

References (24)
  • 1
    • 0031641540 scopus 로고    scopus 로고
    • Basics of quantum computation
    • 1:CAS:528:DyaK1cXntVCru7s%3D 10.1016/S0079-6727(98)00004-4 1998PQE.22.1V
    • V. Vedral M. Plenio 1998 Basics of quantum computation Prog. Quantum Electron. 22 1 1 39 1:CAS:528:DyaK1cXntVCru7s%3D 10.1016/S0079-6727(98)00004-4 1998PQE....22....1V
    • (1998) Prog. Quantum Electron. , vol.22 , Issue.1 , pp. 1-39
    • Vedral, V.1    Plenio, M.2
  • 3
    • 4243807288 scopus 로고    scopus 로고
    • Quantum mechanics helps in searching for a needle in a haystack
    • 1:CAS:528:DyaK2sXks1Gkur0%3D 10.1103/PhysRevLett.79.325 1997PhRvL.79.325G
    • L.K. Grover 1997 Quantum mechanics helps in searching for a needle in a haystack Phys. Rev. Lett. 79 2 325 1:CAS:528:DyaK2sXks1Gkur0%3D 10.1103/PhysRevLett.79.325 1997PhRvL..79..325G
    • (1997) Phys. Rev. Lett. , vol.79 , Issue.2 , pp. 325
    • Grover, L.K.1
  • 6
    • 24644478594 scopus 로고    scopus 로고
    • Discrete quantum walks hit exponentially faster
    • 1086.60025 10.1007/s00440-004-0423-2 2198699
    • J. Kempe 2005 Discrete quantum walks hit exponentially faster Probab. Theory Relat. Fields 133 2 215 235 1086.60025 10.1007/s00440-004-0423-2 2198699
    • (2005) Probab. Theory Relat. Fields , vol.133 , Issue.2 , pp. 215-235
    • Kempe, J.1
  • 8
    • 0037033417 scopus 로고    scopus 로고
    • Algorithm for data clustering in pattern recognition problems based on quantum mechanics
    • 10.1103/PhysRevLett.88.018702 2002PhRvL.88a8702H 11800996
    • D. Horn A. Gottlieb 2001 Algorithm for data clustering in pattern recognition problems based on quantum mechanics Phys. Rev. Lett. 88 1 018702 10.1103/PhysRevLett.88.018702 2002PhRvL..88a8702H 11800996
    • (2001) Phys. Rev. Lett. , vol.88 , Issue.1 , pp. 018702
    • Horn, D.1    Gottlieb, A.2
  • 9
    • 34249985779 scopus 로고    scopus 로고
    • Quantum pattern recognition
    • 10.1023/A:1024022632303 2004323
    • C.A. Trugenberger 2002 Quantum pattern recognition Quantum Inf. Process. 1 6 471 493 10.1023/A:1024022632303 2004323
    • (2002) Quantum Inf. Process. , vol.1 , Issue.6 , pp. 471-493
    • Trugenberger, C.A.1
  • 11
    • 0041508976 scopus 로고    scopus 로고
    • Pattern recognition on a quantum computer
    • 10.1103/PhysRevA.67.062311 2003PhRvA.67f2311S
    • R. Schützhold 2003 Pattern recognition on a quantum computer Phys. Rev. A 67 6 062311 10.1103/PhysRevA.67.062311 2003PhRvA..67f2311S
    • (2003) Phys. Rev. A , vol.67 , Issue.6 , pp. 062311
    • Schützhold, R.1
  • 13
    • 31944442866 scopus 로고    scopus 로고
    • Type ii quantum algorithms
    • 10.1016/j.physa.2005.09.017
    • P.J. Love B.M. Boghosian 2006 Type ii quantum algorithms Phys. A Stat. Mech. Appl. 362 1 210 214 10.1016/j.physa.2005.09.017
    • (2006) Phys. A Stat. Mech. Appl. , vol.362 , Issue.1 , pp. 210-214
    • Love, P.J.1    Boghosian, B.M.2
  • 15
    • 0038783502 scopus 로고    scopus 로고
    • Quantum walks driven by many coins
    • 10.1103/PhysRevA.67.052317 1995589 2003PhRvA.67e2317B
    • T.A. Brun H.A. Carteret A. Ambainis 2003 Quantum walks driven by many coins Phys. Rev. A 67 5 052317 10.1103/PhysRevA.67.052317 1995589 2003PhRvA..67e2317B
    • (2003) Phys. Rev. A , vol.67 , Issue.5 , pp. 052317
    • Brun, T.A.1    Carteret, H.A.2    Ambainis, A.3
  • 16
    • 45949091431 scopus 로고    scopus 로고
    • Course 10: Basic concepts in quantum computation
    • Springer, Berlin/Heidelberg
    • Ekert, A., Hayden, P.M., Inamori, H.: Course 10: Basic concepts in quantum computation. In: Coherent Atomic Matter Waves, vol. 72, Springer, Berlin/Heidelberg, p. 661 (2001)
    • (2001) Coherent Atomic Matter Waves , vol.72 , pp. 661
    • Ekert, A.1    Hayden, P.M.2    Inamori, H.3
  • 18
    • 34047137460 scopus 로고    scopus 로고
    • Quantum walk on a line with two entangled particles
    • Atomic, Molecular, and Optical Physics) ()
    • Omar, Y., Paunković, N., Sheridan, L., Bose, S.: Quantum walk on a line with two entangled particles. Phys. Rev. A 74(4), 042304-042307 (Atomic, Molecular, and Optical Physics) (2006)
    • (2006) Phys. Rev. , vol.74 , Issue.4 , pp. 042304-042307
    • Omar, Y.1    Paunković, N.2    Sheridan, L.3    Bose, S.4
  • 19
    • 0043092395 scopus 로고    scopus 로고
    • Quantum random walks: An introductory overview
    • 10.1080/00107151031000110776 2063922 2003ConPh.44.307K
    • J. Kempe 2003 Quantum random walks: an introductory overview Contemp. Phys. 44 4 307 327 10.1080/00107151031000110776 2063922 2003ConPh..44..307K
    • (2003) Contemp. Phys. , vol.44 , Issue.4 , pp. 307-327
    • Kempe, J.1
  • 21
    • 5444262221 scopus 로고    scopus 로고
    • Quantum walks and their algorithmic applications
    • 1069.81505 10.1142/S0219749903000383
    • A. Ambainis 2003 Quantum walks and their algorithmic applications Int. J. Quantum Inf. 1 507 518 1069.81505 10.1142/S0219749903000383
    • (2003) Int. J. Quantum Inf. , vol.1 , pp. 507-518
    • Ambainis, A.1
  • 24
    • 34547965335 scopus 로고    scopus 로고
    • Adaptive dimension reduction using discriminant analysis and k-means clustering
    • Corvallis, OR
    • Ding, C., Li, T.: Adaptive dimension reduction using discriminant analysis and k-means clustering. In: Proceedings of the 24th International Conference on Machine Learning, Corvallis, OR, pp. 521-528 (2007)
    • (2007) Proceedings of the 24th International Conference on Machine Learning , pp. 521-528
    • Ding, C.1    Li, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.