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Annual ACM Symposium on Theory of Computing
archive
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing
table of contents
San Diego, California, USA
SESSION: Session 11B
table of contents
Pages: 575 - 584
Year of Publication: 2007
ISBN:978-1-59593-631-8
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Downloads (6 Weeks): 8, Downloads (12 Months): 118, Citation Count: 0
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ABSTRACT
We propose a new method for designing quantum search algorithms forfinding a "marked" element in the state space of a classical Markovchain. The algorithm is based on a quantum walk à la Szegedy [25] that is defined in terms of the Markov chain. The main new idea is to apply quantum phase estimation to the quantumwalk in order to implement an approximate reflection operator. Thisoperatoris then used in an amplitude amplification scheme. As a result weconsiderably expand the scope of the previous approaches ofAmbainis [6] and Szegedy [25]. Our algorithm combines the benefits of these approaches in terms of beingable to find marked elements, incurring the smaller cost of the two,and being applicable to a larger class of Markov chain. In addition,it is conceptually simple, avoids several technical difficulties in the previous analyses, and leads to improvements in various aspects of several algorithms based on quantum walk.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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S. Aaronson and A. Ambainis. Quantum search of spatial regions. Theory of Computing, 1:47--79, 2005.
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3
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D. Aldous and J. Fill. Reversible Markov Chains and Random Walks on Graphs. http://www.stat.berkeley.edu/~aldous/RWG/book.html. Monograph in preparation, August 2006 version.
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Andris Ambainis , Eric Bach , Ashwin Nayak , Ashvin Vishwanath , John Watrous, One-dimensional quantum walks, Proceedings of the thirty-third annual ACM symposium on Theory of computing, p.37-49, July 2001, Hersonissos, Greece
[doi> 10.1145/380752.380757]
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9
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M. Boyer, G. Brassard, P. Hoyer, and A. Tapp. Tight bounds on quantum searching. Fortschritte Der Physik, 46(4-5):493--505, 1998.
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10
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G. Brassard, P. Hoyer, M. Mosca, and A. Tapp. Quantum amplitude amplification and estimation. In Jr. Samuel J. Lomonaco and Howard E. Brandt, editors, Quantum Computation and Quantum Information: A Millennium Volume, volume 305 of Contemporary Mathematics Series. American Mathematical Society, 2002.
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A. Broder and A. Karlin. Bounds on the cover time. Journal of Theoretical Probability, 2(1):101--120, 1989.
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12
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13
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14
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A. Childs and J. Goldstone. Spatial search and the Dirac equation. Physical Review A, 70, 2004. Article No. 42312.
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15
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R. Cleve, A. Ekert, C. Macchiavello, and M. Mosca. Quantum algorithms revisited. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 454(1969):339--354, 1998.
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16
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17
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P. Hoyer, M. Mosca, and R. de Wolf. Quantum search on bounded-error inputs. In Verlag, editor, Proceedings of the 30th International Colloquium on Automata, Languages and Programming, volume 2719 of Lecture Notes in Computer Science, pages 291--299. Verlag, 2003.
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A. Kitaev. Quantum measurements and the abelian stabilizer problem. Technical Report quant-ph/9511026, arXiv, 1995.
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F. Magniez and A. Nayak. Quantum complexity of testing group commutativity. In Proceedings of the 32nd International Colloquium on Automata, Languages and Programming, volume 1770 of Lecture Notes in Computer Science, pages 1312--1324, 2005.
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21
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D. Meyer. From quantum cellular automata to quantum lattice gases. Journal of Statistical Physics, 85(5-6):551--574, 1996.
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23
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P. Richter. Almost uniform sampling via quantum walks. New Journal of Physics, 2007. To appear.
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N. Shenvi, J. Kempe, and K.B. Whaley. Quantum random-walk search algorithm. Physical Review A, 67(052307), 2003.
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U. Vazirani. On the power of quantum computation. Philosophical Transactions of the Royal Society of London, Series A, 356:1759--1768, 1998.
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INDEX TERMS
Primary Classification:
F.
Theory of Computation
F.2
ANALYSIS OF ALGORITHMS AND PROBLEM COMPLEXITY
F.2.2
Nonnumerical Algorithms and Problems
General Terms:
Algorithms,
Theory
Keywords:
Markov chain,
amplitude amplification,
hitting time,
phase estimation,
phase gap,
quantum walk,
recursive amplitude amplification,
reflection operator,
search,
spectral gap
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