Weak value

In quantum mechanics (and computation), a weak value is a quantity related to a shift of a measuring device's pointer when usually there is pre- and postselection. It should not be confused with a weak measurement, which is often defined in conjunction. The weak value was first defined by Yakir Aharonov, David Albert, and Lev Vaidman, published in Physical Review Letters 1988,[1] and is related to the two-state vector formalism. There is also a way to obtain weak values without postselection.[2][3]

Definition and Derivation

There are many excellent review articles on weak values (see e.g.[4][5][6][7] ) here we briefly cover the basics.

Definition

We will denote the initial state of a system as ${\displaystyle |\psi _{i}\rangle }$, while the final state of the system is denoted as ${\displaystyle |\psi _{f}\rangle }$. We will refer to the initial and final states of the system as the pre- and post-selected quantum mechanical states. With respect to these states, the weak value of the observable ${\displaystyle A}$ is defined as: $${\displaystyle A_{w}={\frac {\langle \psi _{f}|A|\psi _{i}\rangle }{\langle \psi _{f}|\psi _{i}\rangle }}.}$$

Notice that if ${\displaystyle |\psi _{f}\rangle =|\psi _{i}\rangle }$ then the weak value is equal to the usual expected value in the initial state ${\displaystyle \langle \psi _{i}|A|\psi _{i}\rangle }$ or the final state ${\displaystyle \langle \psi _{f}|A|\psi _{f}\rangle }$. In general the weak value quantity is a complex number. The weak value of the observable becomes large when the post-selected state, ${\displaystyle |\psi _{f}\rangle }$, approaches being orthogonal to the pre-selected state, ${\displaystyle |\psi _{i}\rangle }$, i.e. ${\displaystyle |\langle \psi _{f}|\psi _{i}\rangle |\ll 1}$. If ${\displaystyle A_{w}}$ is larger than the largest eigenvalue of ${\displaystyle A}$ or smaller than the smallest eigenvalue of ${\displaystyle A}$ the weak value is said to be anomalous.

As an example consider a spin 1/2 particle.[8] Take ${\displaystyle A}$ to be the Pauli Z operator ${\displaystyle A=\sigma _{z}}$ with eigenvalues ${\displaystyle \pm 1}$. Using the initial state $${\displaystyle |\psi _{i}\rangle ={\frac {1}{\sqrt {2}}}{\begin{pmatrix}\cos {\frac {\alpha }{2}}+\sin {\frac {\alpha }{2}}\\\cos {\frac {\alpha }{2}}-\sin {\frac {\alpha }{2}}\end{pmatrix}}}$$ and the final state $${\displaystyle |\psi _{f}\rangle ={\frac {1}{\sqrt {2}}}{\begin{pmatrix}1\\1\end{pmatrix}}}$$ we can calculate the weak value to be $${\displaystyle A_{w}=(\sigma _{z})_{w}=\tan {\frac {\alpha }{2}}.}$$

For ${\displaystyle |\alpha |>{\frac {\pi }{2}}}$ the weak value is anomalous.

Derivation

Here we follow the presentation given by Duck, Stevenson, and Sudarshan,[8] (with some notational updates from Kofman et al.[4]) which makes explicit when the approximations used to derive the weak value are valid.

Consider a quantum system that you want to measure by coupling an ancillary (also quantum) measuring device. The observable to be measured on the system is ${\displaystyle A}$. The system and ancilla are coupled via the Hamiltonian $${\displaystyle H=\gamma A\otimes p,}$$ where the coupling constant is integrated over an interaction time ${\textstyle \gamma =\int _{t_{i}}^{t_{f}}g(t)dt\ll 1}$ and ${\displaystyle [q,p]=i}$ is the canonical commutator. The Hamiltonian generates the unitary $${\displaystyle U=\exp[-i\gamma A\otimes p].}$$

Take the initial state of the ancilla to have a Gaussian distribution $${\displaystyle |\Phi \rangle ={\frac {1}{(2\pi \sigma ^{2})^{1/4}}}\int dq'\exp[-q'^{2}/4\sigma ^{2}]|q'\rangle ,}$$ the position wavefunction of this state is $${\displaystyle \Phi (q)=\langle q|\Phi \rangle ={\frac {1}{(2\pi \sigma ^{2})^{1/4}}}\exp[-q^{2}/4\sigma ^{2}].}$$

The initial state of the system is given by ${\displaystyle |\psi _{i}\rangle }$ above; the state ${\displaystyle |\Psi \rangle }$, jointly describing the initial state of the system and ancilla, is given then by: $${\displaystyle |\Psi \rangle =|\psi _{i}\rangle \otimes |\Phi \rangle .}$$

Next the system and ancilla interact via the unitary ${\displaystyle U|\Psi \rangle }$. After this one performs a projective measurement of the projectors ${\displaystyle \{|\psi _{f}\rangle \langle \psi _{f}|,I-|\psi _{f}\rangle \langle \psi _{f}|\}}$ on the system. If we postselect (or condition) on getting the outcome ${\displaystyle |\psi _{f}\rangle \langle \psi _{f}|}$, then the (unnormalized) final state of the meter is

$${\displaystyle {\begin{aligned}|\Phi _{f}\rangle &=\langle \psi _{f}|U|\psi _{i}\rangle \otimes |\Phi \rangle \\&\approx \langle \psi _{f}|(I\otimes I-i\gamma A\otimes p)|\psi _{i}\rangle \otimes |\Phi \rangle \quad {\text{(I)}}\\&=\langle \psi _{f}|\psi _{i}\rangle (1-i\gamma A_{w}p)|\Phi \rangle \\&\approx \langle \psi _{f}|\psi _{i}\rangle \exp(-i\gamma A_{w}p)|\Phi \rangle .\quad {\text{(II)}}\end{aligned}}}$$

To arrive at this conclusion, we use the first order series expansion of ${\displaystyle U}$ on line (I), and we require that[4][8]

$${\displaystyle {\begin{aligned}{\frac {|\gamma |}{\sigma }}\left|{\frac {\langle \psi _{f}|A^{n}|\psi _{i}\rangle }{\langle \psi _{f}|A|\psi _{i}\rangle }}\right|^{1/(n-1)}\ll 1,\quad (n=2,3,\dots )\end{aligned}}}$$

On line (II) we use the approximation that ${\displaystyle e^{-x}\approx 1-x}$ for small ${\displaystyle x}$. This final approximation is only valid when[4][8] $${\displaystyle |\gamma A_{w}|/\sigma \ll 1.}$$

As ${\displaystyle p}$ is the generator of translations, the ancilla's wavefunction is now given by $${\displaystyle \Phi _{f}(q)=\Phi (q-\gamma A_{w}).}$$

This is the original wavefunction, shifted by an amount ${\displaystyle \gamma A_{w}}$. By Busch's theorem[9] the system and meter wavefunctions are necessarily disturbed by the measurement. There is a certain sense in which the protocol that allows one to measure the weak value is minimally disturbing,[10] but there is still disturbance.[10]

Applications

Quantum metrology and tomography

At the end of the original weak value paper[1] the authors suggested weak values could be used in quantum metrology:

Another striking aspect of this experiment becomes evident when we consider it as a device for measuring a small gradient of the magnetic field ... yields a tremendous amplification.

Aharonov, Albert, Vaidman[1]

This suggestion was followed by Hosten and Kwiat[11] and later by Dixon et al.[12] It appears to be an interesting line of research that could result in improved quantum sensing technology.

Additionally in 2011, weak measurements of many photons prepared in the same pure state, followed by strong measurements of a complementary variable, were used to perform quantum tomography (i.e. reconstruct the state in which the photons were prepared).[13]

Quantum foundations

Weak values have been used to examine some of the paradoxes in the foundations of quantum theory. This relies to a large extent on whether weak values are deemed to be relevant to describe properties of quantum systems,[14] a point which is not obvious since weak values are generally different from eigenvalues. For example, the research group of Aephraim M. Steinberg at the University of Toronto confirmed Hardy's paradox experimentally using joint weak measurement of the locations of entangled pairs of photons.[15][16] (also see[17])

Building on weak measurements, Howard M. Wiseman proposed a weak value measurement of the velocity of a quantum particle at a precise position, which he termed its "naïvely observable velocity". In 2010, a first experimental observation of trajectories of a photon in a double-slit interferometer was reported, which displayed the qualitative features predicted in 2001 by Partha Ghose[18] for photons in the de Broglie-Bohm interpretation.[19][20] Following up on Wiseman's weak velocity measurement, Johannes Fankhauser and Patrick Dürr suggest in a paper that weak velocity measurements constitute no new arguments, let alone empirical evidence, in favor of or against standard de Broglie-Bohm theory. According to the authors such measurements could not provide direct experimental evidence displaying the shape of particle trajectories, even if it is assumed that some deterministic particle trajectories exist.[21]

Quantum computation

Weak values have been implemented into quantum computing to get a giant speed up in time complexity. In a paper,[22] Arun Kumar Pati describes a new kind of quantum computer using weak value amplification and post-selection (WVAP), and implements search algorithm which (given a successful post selection) can find the target state in a single run with time complexity ${\displaystyle O(\log N)}$, beating out the well known Grover's algorithm.

Criticisms

Criticisms of weak values include philosophical and practical criticisms. Some noted researchers such as Asher Peres, Tony Leggett, David Mermin, and Charles H. Bennett are critical of weak values.^[citation needed]

Recently, it has been shown that the pre- and postselection of a quantum system recovers a completely hidden interference phenomenon in the measurement apparatus. Studying the interference pattern shows that what is interpreted as an amplification using the weak value is a pure phase effect and the weak value plays no role in its interpretation. This phase effect increases the degree of the entanglement which lies behind the effectiveness of the pre- and postselection in the parameter estimation.[23]

Further reading

• Zeeya Merali (April 2010). "Back From the Future". Discover. A series of quantum experiments shows that measurements performed in the future can influence the present.
• "Quantum physics first: Researchers observe single photons in two-slit interferometer experiment". phys.org. June 2, 2011. {{cite journal}}: Cite journal requires |journal= (help)
• Adrian Cho (5 August 2011). "Furtive Approach Rolls Back the Limits of Quantum Uncertainty". Science. 333 (6043): 690–693. Bibcode:2011Sci...333..690C. doi:10.1126/science.333.6043.690. PMID 21817029.

References

1. Yakir Aharonov; David Z. Albert; Lev Vaidman (1988). "How the result of a measurement of a component of the spin of a spin-1/2 particle can turn out to be 100". Physical Review Letters. 60 (14): 1351–1354. Bibcode:1988PhRvL..60.1351A. doi:10.1103/PhysRevLett.60.1351. PMID 10038016.
2. Abbott, Alastair A.; Silva, Ralph; Wechs, Julian; Brunner, Nicolas; Branciard, Cyril (2019). "Anomalous Weak Values Without Post-Selection". Quantum. 3: 194. arXiv:1805.09364. Bibcode:2019Quant...3..194A. doi:10.22331/q-2019-10-14-194. S2CID 119466052.
3. Nirala, Gaurav; Sahoo, Surya Narayan; Pati, Arun K.; Sinha, Urbasi (2019-02-13). "Measuring average of non-Hermitian operator with weak value in a Mach-Zehnder interferometer". Physical Review A. 99 (2): 022111. arXiv:1807.09014. Bibcode:2019PhRvA..99b2111N. doi:10.1103/PhysRevA.99.022111. ISSN 2469-9926. S2CID 118982020.
4. A. G. Kofman; S. Ashhab; F. Nori (2012). "Nonperturbative theory of weak pre- and post-selected measurements". Physics Reports. 520 (1): 43–133. arXiv:1109.6315. Bibcode:2012PhR...520...43K. doi:10.1016/j.physrep.2012.07.001. S2CID 119281390.
5. Boaz Tamir; Eliahu Cohen (2013). "Introduction to Weak Measurements and Weak Values". Quanta. 2 (1): 7–17. doi:10.12743/quanta.v2i1.14.
6. Bengt E. Y. Svensson (2013). "Pedagogical Review of Quantum Measurement Theory with an Emphasis on Weak Measurements". Quanta. 2 (1): 18–49. arXiv:1202.5148. doi:10.12743/quanta.v2i1.12. S2CID 119242577.
7. J. Dressel; M. Malik; F. M. Miatto; A. N. Jordan; R. W. Boyd (2014). "Colloquium: Understanding quantum weak values: Basics and applications". Reviews of Modern Physics. 86 (1): 307–316. arXiv:1305.7154. Bibcode:2014RvMP...86..307D. doi:10.1103/RevModPhys.86.307. S2CID 4424740.
8. Duck, I. M.; Stevenson, P. M.; Sudarshan, E. C. G. (1989). "The sense in which a "weak measurement" of a spin- extonehalf{} particle's spin component yields a value 100". Physical Review D. 40 (6): 2112–2117. Bibcode:1989PhRvD..40.2112D. doi:10.1103/PhysRevD.40.2112. PMID 10012041.
9. Paul Busch (2009). J. Christian; W. Myrvold (eds.). "No Information Without Disturbance": Quantum Limitations of Measurement. Invited contribution, "Quantum Reality, Relativistic Causality, and Closing the Epistemic Circle: An International Conference in Honour of Abner Shimony", Perimeter Institute, Waterloo, Ontario, Canada, July 18–21, 2006. Vol. 73. Springer-Verlag. pp. 229–256. arXiv:0706.3526. doi:10.1007/978-1-4020-9107-0. ISBN 978-1-4020-9106-3. ISSN 1566-659X. {{cite book}}: |journal= ignored (help)
10. Asger C. Ipsen (2015). "Disturbance in weak measurements and the difference between quantum and classical weak values". Physical Review A. 91 (6): 062120. arXiv:1409.3538. Bibcode:2015PhRvA..91f2120I. doi:10.1103/PhysRevA.91.062120. S2CID 116987013.
11. O. Hosten; P. Kwiat (2008). "Observation of the spin Hall effect of light via weak measurements". Science. 319 (5864): 787–790. Bibcode:2008Sci...319..787H. doi:10.1126/science.1152697. PMID 18187623. S2CID 18714449.
12. P. Ben Dixon; David J. Starling; Andrew N. Jordan; John C. Howell (2009). "Ultrasensitive Beam Deflection Measurement via Interferometric Weak Value Amplification". Physical Review Letters. 102 (17): 173601. arXiv:0906.4828. Bibcode:2009PhRvL.102q3601D. doi:10.1103/PhysRevLett.102.173601. PMID 19518781. S2CID 1983952.
13. Lundeen Jeff S., Sutherland Brandon, Patel Aabid, Stewart Corey, Bamber Charles (2011). "Direct measurement of the quantum wavefunction". Nature. 474 (7350): 188–191. arXiv:1112.3575. doi:10.1038/nature10120. PMID 21654800. S2CID 4405067.
14. Matzkin A. (2019). "Weak Values and Quantum Properties". Found. Phys. 49 (3): 298. arXiv:1808.09737. Bibcode:2019FoPh...49..298M. doi:10.1007/s10701-019-00245-3. S2CID 85459590.
15. J. S. Lundeen; A. M. Steinberg (2009). "Experimental Joint Weak Measurement on a Photon Pair as a Probe of Hardy's Paradox". Physical Review Letters. 102 (2): 020404. arXiv:0810.4229. Bibcode:2009PhRvL.102b0404L. doi:10.1103/PhysRevLett.102.020404. PMID 19257252. S2CID 28601506.
16. "Hardy's paradox confirmed experimentally". Perimeter Institute for Theoretical Physics. July 2, 2009. Archived from the original on May 30, 2013. Retrieved June 8, 2013.
17. Yokota K., Yamamoto T., Koashi M., Imoto N. (2009). "Direct observation of Hardy's paradox by joint weak measurement with an entangled photon pair". New J. Phys. 11 (1): 033011. arXiv:0809.2224. Bibcode:2009NJPh...11a3011R. doi:10.1088/1367-2630/11/1/013011. S2CID 35698295.
18. Ghose Partha, Majumdar A.S., Guhab S., Sau J. (2001). "Bohmian trajectories for photons" (PDF). Physics Letters A. 290 (5–6): 205–213. arXiv:quant-ph/0102071. Bibcode:2001PhLA..290..205G. doi:10.1016/s0375-9601(01)00677-6. S2CID 54650214.
19. Sacha Kocsis, Sylvain Ravets, Boris Braverman, Krister Shalm, Aephraim M. Steinberg: Observing the trajectories of a single photon using weak measurement, 19th Australian Institute of Physics (AIP) Congress, 2010 [1]
20. Kocsis Sacha, Braverman Boris, Ravets Sylvain, Stevens Martin J., Mirin Richard P., Shalm L. Krister, Steinberg Aephraim M. (2011). "Observing the Average Trajectories of Single Photons in a Two-Slit Interferometer". Science. 332 (6034): 1170–1173. Bibcode:2011Sci...332.1170K. doi:10.1126/science.1202218. PMID 21636767. S2CID 27351467.
21. Fankhauser Johannes, Dürr Patrick (2021). "How (not) to understand weak measurements of velocity". Studies in History and Philosophy of Science Part A. 85: 16–29. arXiv:2309.10395. Bibcode:2021SHPSA..85...16F. doi:10.1016/j.shpsa.2020.12.002. ISSN 0039-3681. PMID 33966771.
22. Pati, Arun Kumar (2019-11-04). "Super Quantum Search Algorithm with Weak Value Amplification and Postselection". arXiv:1910.12390 [quant-ph].
23. Aiham M. Rostom (2022). "Optimal Settings for Amplification and Estimation Of Small Effects In Postselected Ensembles". Annalen der Physik. 534 (1): 2100434. arXiv:2303.09786. Bibcode:2022AnP...53400434R. doi:10.1002/andp.202100434. S2CID 244879254.