text stringlengths 0 8.13M |
|---|
| i | i | i | i = x , |
√2 ··· √2 √2b | i been shownthat quantum walk based algorithms |
Xx |
can offer quadratical speedup for certain Markov |
x=x x ,x =0,1, |
1 ··· b j chain based algorithms (Magniez et al. (2011); |
where the sum is over all possible 2b values of x, Richter (2007); Szegedy (2004), and Wocjan and |
and then measure the obtained qubits and yield Abeyesinghe (2008)). |
21 |
QUANTUMCOMPUTATIONAND QUANTUMINFORMATION |
Finally we point out that quantum computers are ACKNOWLEDGMENTS |
wonderful but it is difficult to build quantum com- |
Wang’s research was supported in part by NSF |
puters with present technology. To build a quantum |
GrantDMS-10-05635.HethankseditorDavidMadi- |
computer the physical apparatus must satisfy re- |
gan and two anonymous referees for helpful com- |
quirementsthatthequantumsystemrealized qubits |
ments and suggestions which led to significant im- |
needs to be well isolated in order to retain its quan- |
provements in both substance and the presentation |
tum properties and at the same time the quantum |
of the paper. |
systemhastobeaccessible sothatthequbitscanbe |
manipulated to perform computations and measure |
REFERENCES |
output results. The two opposing requirements are |
determined by the strength of coupling of the quan- Abrams, D. S. and Lloyd, S. (1997). Simulation of many- |
tum system to the external entities. The coupling body Fermi systems on a quantum computer. Phys. Rev. |
Lett. 79 2586–2589. |
causes quantum decoherence. Decoherence refers to |
Aharonov,D.andTa-Shma,A.(2003).Adiabaticquantum |
the loss of coherence between the components of |
state generation and statistical zero knowledge. In Pro- |
a quantum system or quantum superposition from ceedings of the Thirty-Fifth Annual ACM Symposium on |
the interaction of the quantum system with its en- Theory of Computing20–29.ACM,NewYork(electronic). |
vironment. It is very crucial but challenging to con- MR2121066 |
Artiles, L. M., Gill, R. D. and Gut¸a˘, M. I. (2005). An |
trol a quantum system of qubits and correct the ef- |
invitationtoquantumtomography.J.R.Stat. Soc.Ser. B |
fects of decoherence in quantum computation and Stat. Methodol. 67 109–134. MR2136642 |
quantuminformation.Quantumcomputinghaswit- Aspect, A., Grangier, P. and Roger, G. (1981). Exper- |
nessed great advances in recent years, and quantum imental tests of realistic local theories via Bell’s theorem. |
computers of a handful of qubits and basic quan- Phys. Rev. Lett. 47 460–463. |
Aspect, A., Grangier, P. and Roger, G. (1982a). Ex- |
tum communication devices have been built in re- |
perimental realization of Einstein–Podolsky–Rosen–Bohm |
search laboratories (see Barz et al. (2012); Clarke |
Gedankenexperiment: A new violation of Bell’s inequali- |
and Wilhelm (2008); DiCarlo et al. (2009); John- ties. Phys. Rev. Lett. 49 91–94. |
son et al. (2011); Lee et al. (2011); Neumann et Aspect, A.,Grangier, P. and Roger, G.(1982b). Exper- |
al. (2008)), but there are technological hurdles in imental test of Bell’s inequalities using time-varying ana- |
lyzers. Phys. Rev. Lett. 49 1804–1807. |
the development of a quantum computer of large |
Aspuru-Guzik,A.D.,Dutoi,P.J.L.andHead-Gordon, |
capacity. History shows that scientific innovations |
M. (2005). Simulated quantum computation of molecular |
and technological surprises are a never-ending saga. energies. Science 309 1704. |
It is anticipated that quantum computers with a Barndorff-Nielsen, O. E., Gill, R. D. and Jupp, P. E. |
few dozen of qubits will be built in near future. As (2003). On quantum statistical inference. J. R. Stat. Soc. |
Ser. B Stat. Methodol. 65 775–816. MR2017871 |
we have discussed in Section 3.1, such a quantum |
Barz, S., Kashefi, E., Broadbent, A., Fitzsimons, J.F., |
computer has capacity of a classical supercomputer. |
Zeilinger, A. and Walther, P. (2012). Demonstra- |
We are very optimistic that someday quantum com- tion of blind quantum computing. Science 335 303–308. |
puters will be available for statisticians to crunch MR2919052 |
numbers. For the time being, instead of waiting in Bell, J. (1964). On the Einstein Podolsky Rosen paradox. |
Physics 1 195–200. |
the sidelines for that to happen,statisticians should |
Bennett, C. H., Cirac, J. I., Leifer, M. S., Le- |
get into the field of play. It is time for us to dive |
ung, D. W., Linden, N., Popescu, S. and Vidal, G. |
into this frontier research and work with scientists |
(2002). Optimal simulation of two-qubit Hamiltonians us- |
and engineers to speed up the arrival of practical ing general local operations. Phys. Rev. A (3) 66 012305. |
quantumcomputers.As alast note, in 2011 a Cana- MR1929513 |
Berry,D.W.,Ahokas,G.,Cleve,R.andSanders,B.C. |
dian company called D-Wave has sold the claimed |
(2007). Efficient quantum algorithms for simulating |
first commercial quantum computer of 128 qubits |
sparse Hamiltonians. Comm. Math. Phys. 270 359–371. |
to the Lockheed-Martin corporation, despite the D- |
MR2276450 |
Wave’s quantum system being criticized as a black Boghosian, B. M. and Taylor, W. IV (1998). Simulating |
box. Large scale quantum computers may be years quantummechanics on a quantumcomputer.Phys. D 120 |
away, but quantum computing is already here as a 30–42. MR1679863 |
Bohm, D. (1951). Quantum Theory. Prentice-Hall, Engle- |
scientific endeavor to provoke deep thoughts and in- |
wood Cliffs, NJ. |
tegrate profound questions in physics and computer Butucea, C., Gut¸a˘, M. and Artiles, L. (2007). Minimax |
science. andadaptiveestimationoftheWignerfunctioninquantum |
22 |
Y.WANG |
homodyne tomography with noisy data. Ann. Statist. 35 Probability1.North-Holland,Amsterdam.Translatedfrom |
465–494. MR2336856 theRussian bythe author. MR0681693 |
Calderbank, A. R. and Shor, P. W. (1996). Good quan- Holevo, A. S.(1998). Thecapacityofthequantumchannel |
tum error-correcting codes exist. Phys. Rev. A 54 1098– withgeneralsignalstates.IEEETrans. Inform. Theory44 |
1105. 269–273. MR1486663 |
Childs, A. M. (2010). On the relationship between Huber, P. J. and Ronchetti, E. M. (2009). Robust Statis- |
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