Geometric derivation of the quantum speed limit
Open accessAbstract
The Mandelstam-Tamm and Margolus-Levitin inequalities play an important role in the study of quantum-mechanical processes in nature since they provide general limits on the speed of dynamical evolution. However, to date there has been only one derivation of the Margolus-Levitin inequality. In this paper, alternative geometric derivations for both inequalities are obtained from the statistical distance between quantum states. The inequalities are shown to hold for unitary evolution of pure and mixed states, and a counterexample to the inequalities is given for evolution described by completely positive trace-preserving maps. The counterexample shows that there is no quantum speed limit for nonunitary evolution.
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TL;DR
The paper gives alternative geometric derivations of the Mandelstam-Tamm and Margolus-Levitin quantum speed-limit inequalities from the statistical distance between quantum states. It shows these bounds hold for unitary evolution of pure and mixed states, and constructs a completely positive trace-preserving map counterexample that violates both, implying no general quantum speed limit for non-unitary evolution.
Key findings
- Both inequalities are derived geometrically: Mandelstam-Tamm follows from the Fisher-information bound, while Margolus-Levitin follows from explicit differentiation of the Wootters distance and the Cauchy-Schwarz inequality.
- The inequalities are shown to hold for unitary evolution of pure and mixed states; for mixed states, Margolus-Levitin is extended via purification, with the bound interpreted using the system’s average energy by choosing purifications made only of degenerate ground eigenstates.
- A counterexample using a central qubit plus \(N\) satellite qubits, GHZ entanglement, phase shifts, and simultaneous CZ/Hadamard gates produces orthogonal initial and final states in time \(t < \pi\hbar/E_0\) when \(N\phi=\pi\), with \(E_\phi > E_0\) and \(g\) chosen appropriately; this violates both bounds and shows \(t\) can be made arbitrarily small by making \(E_\phi\) and \(g\) arbitrarily large.
- The paper notes that mixed states can never attain either equality, and that states attaining the inequalities have the form of superpositions of energy eigenstates.
Methods
- Theoretical derivation with no experimental data or sample; the work is a mathematical/geometric analysis of quantum speed limits.
- Uses statistical distance for classical probability distributions and density matrices, Fisher information, Wootters distance, and Uhlmann purification to derive bounds on dynamical speed.
- The non-unitary counterexample is analyzed with the stabilizer formalism for \(N+1\) qubits, including CZ, Hadamard, and phase-shift gates, and gate-time periodicity arguments.
Limitations
- The paper states open questions: what general system-environment requirements allow violation of the speed limit; whether the strong interaction can be achieved noiselessly; whether noise may impose a practical speed limit; and whether general bounds can be based on environment properties rather than detailed dynamics.
- The paper states the counterexample “may be very difficult to implement in practice” and that \(t\) can be made arbitrarily small by making \(E_\phi\) and \(g\) arbitrarily large.
- Evident from the text: the counterexample is an idealized mathematical construction assuming simultaneous ideal gates and no noise; the mixed-state equality result is cited from prior work, and the derivation of the inequalities assumes unitary evolution.
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Claims the paper makes
0 of 10 cited sources checked · 0 supported · 0 flagged
- Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6
The state corresponding to the stabilizer generators after the Hadamard gates is the GHZ state on N+1 qubits.
“It is straightforward to check that the state state corresponding to these stabilizer generators is the GHZ state ( | 0 , . . . , 0 〉 + | 1 , . . . , 1 〉 ) / √ 2 on the N + 1 qubits.”
Quote in the paperSubstantial claim - Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 7
All N CZ gates can be applied simultaneously.
“we arrive at the conclusion that all N CZ gates can be applied simultaneously.”
Quote in the paperSubstantial claim - Findingreasoning§ B. Margolus-Levitin inequality · p. 4
When K is the Hamiltonian and q is time, the derived inequality becomes the Margolus-Levitin inequality.
“In the case where K is the Hamiltonian and q the time, the inequality becomes the Margolus-Levitin inequality”
Quote in the paperSubstantial claim - Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6
The central qubit final state is orthogonal to its initial state when Nφ = π.
“This is orthogonal to the initial state of the central qubit when N f = p .”
Quote in the paperSubstantial claim - Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6
The minimum time to apply N phase shifts is the same as that for a single phase shift.
“A similar argument holds for the application of the phase shifts on the satellite qubits, leading to t ( N ) f = t f .”
Quote in the paperSubstantial claim
- Findingown data§ IV. NON-UNITARY EVOLUTION · p. 5
The Mandelstam-Tamm and Margolus-Levitin inequalities do not hold for the most general quantum evolutions described by completely positive trace-preserving maps.
“The Mandelstam-Tamm and Margolus-Levitin inequalities do not hold for the most general quantum evolutions, described by completely positive, trace preserving maps (CP maps).”
Quote in the paperSubstantial claim - Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6
The counterexample evolution can have total time t < πħ/E0 for a valid parameter regime.
“we need to show that we can choose parameters such that t < p ¯ h / E 0.”
Quote in the paperSubstantial claim- Rests on an assumption: The Hadamard gate evolves a state halfway to an orthogonal state.
- Findingcitation§ B. Statistical distance for density matrices · p. 3
For pure quantum states, the statistical distance simplifies to the Wootters distance.
“In the case of pure quantum states this distance simplifies considerably, and we obtain the Wootters distance [8].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] W. K. Wootters, Phys. Rev. D 23 , 357 (1981). source
Not checked in the free run.
- Findingown data§ Geometric derivation of the quantum speed limit · p. 1
A counterexample to the Mandelstam-Tamm and Margolus-Levitin inequalities exists for evolution described by completely positive trace-preserving maps.
“a counterexample to the inequalities is given for evolution described by completely positive trace-preserving maps.”
Quote in the paperSubstantial claim - Findingreasoning§ A. Mandelstam-Tamm inequality · p. 4
When q is the time parameter generated by the Hamiltonian H, the derived inequality reduces to the famous Mandelstam-Tamm inequality.
“In the case where q is the time parameter generated by the Hamiltonian H , the inequality reduces to the famous Mandelstam-Tamm inequality”
Quote in the paperSubstantial claim - Findingreasoning§ C. Relation to the Fisher Information · p. 3
The Fisher information is directly related to the derivative of the statistical distance.
“We see from Eq. (16) that the Fisher information is directly related to the derivative of the statistical distance, as expected.”
Quote in the paperSubstantial claim - Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 5
In the counterexample, orthogonal initial and final states can be created in arbitrarily short times.
“We show that orthogonal initial and final states can be created in arbitrary short times.”
Quote in the paperSubstantial claim - Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6
The minimum time to apply N Hadamard gates is the same as that for a single Hadamard gate.
“Since all Hadamard gates are applied simultaneously to different qubits, the minimum time to apply N Hadamard gates is the same as that for a single Hadamard gate.”
Quote in the paperSubstantial claim - Premisecitation§ B. Margolus-Levitin inequality · p. 5
Uhlmann's theorem states that the square root of the fidelity is given by the maximum over purifications.
“According to Uhlmann's theorem [18], the square root of the fidelity is given by”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] A. Uhlmann, Rep. Math. Phys 9 , 273 (1976). source
Not checked in the free run.
- Interpretationreasoning§ IV. NON-UNITARY EVOLUTION · p. 7
There is no general bound valid for all possible unitary and non-unitary quantum evolution.
“consequently there is no general bound that is valid for all possible (unitary and non-unitary) quantum evolution.”
Quote in the paperSubstantial claim - Interpretationreasoning§ IV. NON-UNITARY EVOLUTION · p. 7
The total time t can be made arbitrarily small by making Eq and g arbitrarily large.
“In fact, t can be made arbitrarily small by making Eq and g arbitrarily large”
Quote in the paperSubstantial claim - Interpretationreasoning§ Geometric derivation of the quantum speed limit · p. 1
The Mandelstam-Tamm and Margolus-Levitin inequalities hold for unitary evolution of pure and mixed states.
“The inequalities are shown to hold for unitary evolution of pure and mixed states”
Quote in the paperSubstantial claim - Interpretationreasoning§ A. Mandelstam-Tamm inequality · p. 4
The Mandelstam-Tamm inequality was derived for unitary evolution of arbitrary mixed states.
“Note that the Mandelstam-Tamm inequality in Eq. (25) was derived for unitary evolution of arbitrary mixed states .”
Quote in the paperSubstantial claim - Interpretationreasoning§ IV. NON-UNITARY EVOLUTION · p. 7
The Mandelstam-Tamm and Margolus-Levitin bounds are valid only for unitary evolution.
“It demonstrates that the bounds are valid only for unitary evolution.”
Quote in the paperSubstantial claim - Interpretationreasoning§ B. Margolus-Levitin inequality · p. 5
The expectation value 〈KS〉 + 〈KR〉 is the average energy of the system S and the purification system R taken together.
“The expectation value 〈 KS 〉 + 〈 KR 〉 is then the average energy of the system S and the purification system R taken together.”
Quote in the paperSubstantial claim - Interpretationreasoning§ B. Margolus-Levitin inequality · p. 5
The true bound on the evolution occurs for 〈H〉 = 〈HS〉.
“any extra energy added is physically meaningless and therefore the true bound on the evolution occurs for 〈 H 〉 = 〈 HS 〉 .”
Quote in the paperSubstantial claim- Rests on an assumption: The purification is merely a mathematical construction, so unrestricted amounts of energy may be added to the system during the process and any extra energy added is physically meaningless.
- Premisecitation§ Geometric derivation of the quantum speed limit · p. 1
The Mandelstam-Tamm and Margolus-Levitin inequalities provide general limits on the speed of dynamical evolution.
“The Mandelstam-Tamm and Margolus-Levitin inequalities play an important role in the study of quantum mechanical processes in Nature, since they provide general limits on the speed of dynamical evolution.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [12] L. Mandelstam and I. Tamm, J. Phys. (USSR) 9 , 249 (1945). source
Not checked in the free run.
- cites [13] N. Margolus and L. B. Levitin, Phys. D 120 , 188 (1998).
Not checked in the free run.
- Interpretationreasoning§ B. Margolus-Levitin inequality · p. 5
The Margolus-Levitin inequality holds for the unitary evolution of pure states.
“So far, we have shown that the Margolus-Levitin inequality holds for the unitary evolution of pure states.”
Quote in the paperSubstantial claim - Interpretationown data§ Geometric derivation of the quantum speed limit · p. 1
There is no quantum speed limit for non-unitary evolution.
“The counterexample show that there is no quantum speed limit for non-unitary evolution.”
Quote in the paperSubstantial claim - Premisecitation§ C. Relation to the Fisher Information · p. 3
The amount of information about q in any measurement is bounded by the variance in its generator K.
“In other words, the amount of information about q in any measurement is bounded by the variance in its generator K [16].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] S. L. Braunstein, C. M. Caves, and G. J. Milburn, Ann. Phys. 247 , 135 (1996). source
Not checked in the free run.
- Premisecitation§ B. Margolus-Levitin inequality · p. 5
Mixed states can never attain either the Mandelstam-Tamm or Margolus-Levitin equality.
“It was show in Ref. [19] that mixed states can never attain either equality.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
- Premisecitation§ B. Margolus-Levitin inequality · p. 5
Any state that does attain the inequalities has the form of a superposition of energy eigenstates of the system.
“In addition, any state that does attain the inequalities has the form [19, 20]”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [19] source
Not checked in the free run.
- cites [20] J. Soderholm, G. Björk, T. Tsegaye, and A. Trifonov, Phys. Rev. A 59 , 1788 (1999).
Not checked in the free run.
- Interpretationreasoning§ B. Margolus-Levitin inequality · p. 5
The evolution of mixed states is also bounded by the Margolus-Levitin inequality (Eq. (38)).
“This means that the evolution of mixed states is also bounded by Eq. (38).”
Quote in the paperSubstantial claim- Rests on an assumption: The purification is merely a mathematical construction, so unrestricted amounts of energy may be added to the system during the process and any extra energy added is physically meaningless.
- Interpretationreasoning§ Geometric derivation of the quantum speed limit · p. 1
Alternative geometric derivations for both the Mandelstam-Tamm and Margolus-Levitin inequalities are obtained from the statistical distance between quantum states.
“In this paper, alternative geometric derivations for both inequalities are obtained from the statistical distance between quantum states.”
Quote in the paperSubstantial claim - Interpretationnone given§ B. Margolus-Levitin inequality · p. 5
For mixed states, the Wootters distance interpretation makes sense only when the states have the same purity and the evolution is unitary.
“For mixed states, this interpretation makes sense only when the states have the same purity Tr ( r 2 ) = Tr ( s 2 ) , and the evolution is unitary.”
Quote in the paperSubstantial claim
- May combine two claims. 5
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 4
May combine two claims.
Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6The interaction Hamiltonian for the N CZ gates is the sum of the individual Hj because they commute.
“Since [ Hj , Hk ] = 0 for all j and k , the interaction Hamiltonian for the N CZ gates is H = j Hj .”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 6After the sequence, the satellite qubits are back to their initial state and the central qubit is in a state with accumulated phase shift Nφ.
“In other words, the satellite qubits are back to their initial state, and the central qubit is in the state”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingnone given§ A. Statistical distance for classical probability distributions · p. 2The statistical distance for classical probability distributions is the Euclidean distance in the space of real probability amplitudes.
“In other words, the statistical distance in the space of probability distributions is the Euclidean distance in the space of (real) probability amplitudes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingreasoning§ IV. NON-UNITARY EVOLUTION · p. 7The periodicity of Sj(t) implies the periodicity of S0(t), and they must have the same period.
“The periodicity of Sj ( t ) then implies the periodicity of S 0 ( t ) , and moreover, they must have the same period.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingreasoning§ B. Statistical distance for density matrices · p. 3The Wootters distance is the angle between two pure quantum states in Hilbert space.
“If | y 〉 and | f 〉 are two arbitrary pure quantum states in Hilbert space, then the statistical distance is given by the angle between the two states:”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ B. Statistical distance for density matrices · p. 3The Wootters distance is related to the fidelity |〈ψ|φ〉|^2, which is the probability of mistaking |ψ〉 for |φ〉 in a single-shot measurement.
“Notice how the Wootters distance is related to the fidelity |〈 y | f 〉| 2 , which is the probability of mistaking | y 〉 for | f 〉 in a single-shot measurement.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] W. K. Wootters, Phys. Rev. D 23 , 357 (1981). source
Not checked in the free run.
May combine two claims.
Interpretationown data§ IV. NON-UNITARY EVOLUTION · p. 7The counterexample suggests that the interaction between the system and its environment must be strong, and that the environment must be more energetic than the system (Eq > E0).
“The counterexample presented here suggests that the interaction between the system and its environment must be strong, and that the environment must be more energetic than the system ( Eq > E 0).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ B. Margolus-Levitin inequality · p. 5The fidelity between two density matrices can be interpreted as the probability of mistaking ρ for σ in a single-shot measurement.
“which can be interpreted as the probability of mistaking r for s in a single-shot measurement.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] R. Jozsa, J. Mod. Opt. 41 , 2315 (1994). source
Not checked in the free run.
The paper relies on this without support.
To date there has been only one derivation of the Margolus-Levitin inequality.
“However, to date there has been only one derivation of the Margolus-Levitin inequality.”
The paper relies on this without support.
The purification is merely a mathematical construction, so unrestricted amounts of energy may be added to the system during the process and any extra energy added is physically meaningless.
“At first glance this seems problematic since the purification is merely a mathematical construction and therefore unrestricted amounts of energy may be added to the system during the process.”
The paper relies on this without support.
The Hadamard gate evolves a state halfway to an orthogonal state.
“The Hadamard gate evolves a state halfway to an orthogonal state, and the speed limit for this gate can therefore be taken as half the time given in Eq. (45), with E 0 → Eq :”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Generalizations of the Mandelstam-Tamm and Margolus-Levitin findings to nonorthogonal states and driven systems have been provided in prior work.
“Generalizations of the MT and ML findings to nonorthogonal states and to driven systems have been provided in Refs.[14][15][16][17][18][19].”
From Quantum Speed Limit for Non-Markovian Dynamics (2013) · cites this paper as [15]
The statistical distance is the natural choice to define the maximal quantum speed.
“Since ℓ constitutes the shortest path connecting quantum states, the statistical distance (67) serves as the natural choice to define the maximal quantum speed [60,67,75,76,117].”
From Quantum speed limits: from Heisenberg’s uncertainty principle to optimal quantum control (2017) · cites this paper as [75]
The fundamental difference between the minimal time and geometric approaches becomes obvious for parameterized, driven, and time-dependent Liouvillians.
“The fundamental difference, however, becomes obvious for parameterised, driven, and time-dependent L(ρ t ) [75].”
From Quantum speed limits: from Heisenberg’s uncertainty principle to optimal quantum control (2017) · cites this paper as [75]
The derivation can be extended to arbitrary mixed states by interpreting pure states as purifications of mixed states in an enlarged Hilbert space; by choosing the purification that maximizes the fidelity, the Margolus-Levitin inequality also applies to the purifications.
“The above derivation can be extended to arbitrary mixed states by interpreting pure states as purifications of mixed states in an enlarged Hilbert space [35]. Specifically, by choosing the purification that maximizes the fidelity between two density operators, the Margolus-Levitin inequality also applies to the purifications [18].”
From Energy–time uncertainty relation for driven quantum systems (2013) · cites this paper as [18]
Equation (30) is the Margolus-Levitin bound for quantum systems evolving under time-independent Hamiltonians, valid for arbitrary angles between initial and final states; it corrects previously published versions.
“Equation (30) is the Margolus-Levitin bound for quantum systems evolving under time-independent Hamiltonians, valid for arbitrary angles between initial and final states; it corrects previously published versions [18, 43].”
From Energy–time uncertainty relation for driven quantum systems (2013) · cites this paper as [18]
The geometric derivation of the Margolus-Levitin bound put forward in Ref. [18] does not hold true in general.
“It has lately been recognized that the geometric derivation of the Margolus-Levitin bound put forward in Ref. [18] does not hold true in general [43].”
From Energy–time uncertainty relation for driven quantum systems (2013) · cites this paper as [18]
The derivative d_t L may change sign later on, and special care should be taken when deriving inequalities; this fact seems not to have been noticed by Jones and Kok.
“Note that d t L is positive at short times, since L is initially zero (0 ≤ L ≤ π/ 2). However, the derivative may change sign later on, and special care should be taken when deriving inequalities (this fact seems not have been noticed by Jones and Kok [18]).”
From Energy–time uncertainty relation for driven quantum systems (2013) · cites this paper as [18]
The corresponding inequality is an extension of the result of Jones and Kok, obtained for constant Hamiltonians and orthogonal states.
“The corresponding inequality is an extension of the result of Jones and Kok, obtained for constant Hamiltonians and orthogonal states [18].”
From Energy–time uncertainty relation for driven quantum systems (2013) · cites this paper as [18]
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Quantum speedup in a memory environment
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Quantum speed limits in open systems: Non-Markovian dynamics without rotating-wave approximation
Sun, Z., Liu, J., Ma, J., & Wang, X. (2015) · Scientific Reports · doi:10.1038/srep08444 · Cited by 107 · see citing works
“(14) and the correlation tends to d function that C (t2 2 t1) R cd (t2 2 t1), this is the so-called Markovian limit and the Markovian decay rate cM 5 c.”
BackgroundThermodynamic Uncertainty Relation for General Open Quantum Systems
Hasegawa, Y. (2021) · Physical Review Letters · doi:10.1103/physrevlett.126.010602 · Cited by 106 · see citing works
“Our derivation is based on the quantum Cramér–Rao inequality [1–4], which has been used previously to derive the QSL [5–7] and the TUR [8].”
BackgroundMethodGeometric lower bound for a quantum coherence measure
Pires, D. P., Céleri, L. C., & Soares-Pinto, D. O. (2015) · Physical Review A · doi:10.1103/physreva.91.042330 · Cited by 104 · see citing works
Geometric Speed Limit of Accessible Many-Body State Preparation
Bukov, M., Sels, D., & Polkovnikov, A. (2019) · Physical Review X · doi:10.1103/physrevx.9.011034 · Cited by 97 · see citing works
“[15] Philip J.”
BackgroundClassical-driving-assisted quantum speed-up
Zhang, Y.-J., Han, W., Xia, Y.-J., Cao, J.-P., & Fan, H. (2015) · Physical Review A · doi:10.1103/physreva.91.032112 · Cited by 95 · see citing works
Quantum speed limits—primer, perspectives, and potential future directions
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Quantum-speed-limit time for multiqubit open systems
Liu, C., Xu, Z.-Y., & Zhu, S. (2015) · Physical Review A · doi:10.1103/physreva.91.022102 · Cited by 83 · see citing works
Speeding up critical system dynamics through optimized evolution
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Quantum speed limit for mixed states using an experimentally realizable metric
Mondal, D., & Pati, A. K. (2016) · Physics Letters A · doi:10.1016/j.physleta.2016.02.018 · Cited by 78 · see citing works
Comment on “Geometric derivation of the quantum speed limit”
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Zermelo navigation and a speed limit to quantum information processing
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Role of initial system-bath correlation on coherence trapping
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“[35] P.”
BackgroundDistinct Bound of the Quantum Speed Limit via the Gauge Invariant Distance
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Strain avalanches in plasticity
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Speed Limits for Macroscopic Transitions
Hamazaki, R. (2022) · PRX Quantum · doi:10.1103/prxquantum.3.020319 · Cited by 55 · see citing works
“The quantum speed limits are also related to information theory (for example, inequality (2) is a special case for the quantum Cramér-Rao inequality [18]) and geometry of quantum states [19, 20], indicating its fundamental mathematical structure.”
BackgroundQuantum Finite-Time Thermodynamics: Insight from a Single Qubit Engine
Dann, R., Kosloff, R., & Salamon, P. (2020) · Entropy · doi:10.3390/e22111255 · Cited by 52 · see citing works
Quantum speed limits and optimal Hamiltonians for driven systems in mixed states
Andersson, O., & Heydari, H. (2014) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8113/47/21/215301 · Cited by 49 · see citing works
“umber2008-5227. 1 arXiv:1312.6268v1 [quant-ph] 21 Dec 2013 2 OLE ANDERSSON AND HOSHANG HEYDARI and the energy uncertainty of the system. Uhlmann’s result has been verified in several publications,e.g. [16,17,18,19,20]. In this paper we develop Anandan and Aharonov’s approach. We use symplectic reduction to construct a…”
MethodQuantum speed limits for information and coherence
Mohan, B., Das, S., & Pati, A. K. (2022) · New Journal of Physics · doi:10.1088/1367-2630/ac753c · Cited by 51 · see citing works
Energy–time and frequency–time uncertainty relations: exact inequalities
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Reverse quantum speed limit: How slowly a quantum battery can discharge
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Bounds in nonequilibrium quantum dynamics
Gong, Z., & Hamazaki, R. (2022) · International Journal of Modern Physics B · doi:10.1142/s0217979222300079 · Cited by 49 · see citing works
Quantum Speed Limit Quantified by the Changing Rate of Phase
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Quantum speed limits for observables
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From quantum speed limits to energy-efficient quantum gates
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Decoherence speed limit in the spin-deformed boson model
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The initial-state dependence of the quantum speed limit
Wu, S.-X., Zhang, Y., Yu, C.-S., & Song, H.-S. (2014) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8113/48/4/045301 · Cited by 41 · see citing works
The roles of drift and control field constraints upon quantum control speed limits
Arenz, C., Russell, B., Burgarth, D. K., & RABITZ, H. A. (2017) · New Journal of Physics · doi:10.1088/1367-2630/aa8242 · Cited by 34 · see citing works
Quantum Speed Limit of a Photon under Non-Markovian Dynamics
Xu, Z.-Y., & Zhu, S.-Q. (2014) · Chinese Physics Letters · doi:10.1088/0256-307x/31/2/020301 · Cited by 33 · see citing works
“These bounds, providing a fundamental limit of the operation rate, are applicable to considerable quantum tasks such as quantum state transfer [9], quantum optimal control [10], and quantum metrology [11] and have been extended to nonorthogonal state cases [12–16] and derived from geometric aspects [17, 18].”
BackgroundQuantum speed limits and optimal hamiltonians for driven systems in mixed statesPreprint
Sönnerborn, O., & Heydari, H. (2016) · Cited by 33 · see citing works
Minimal evolution time and quantum speed limit of non-Markovian open systems
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Extensions of the Mandelstam–Tamm quantum speed limit to systems in mixed states
Hörnedal, N., Allan, D., & Sönnerborn, O. (2022) · New Journal of Physics · doi:10.1088/1367-2630/ac688a · Cited by 30 · see citing works
“See also [32, 33] for alternative derivations of the estimate (71).”
BackgroundGeometric quantum speed limits for Markovian dynamics in open quantum systems
Lan, K., Xie, S., & Cai, X.-J. (2022) · New Journal of Physics · doi:10.1088/1367-2630/ac696b · Cited by 29 · see citing works
In search of lost time: attosecond physics, petahertz optoelectronics, and quantum speed limit
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Quantum coherence and speed limit in the mean-field Dicke model of superradiance
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“[74–88].”
Landauer principle and thermodynamics of computation
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Speed limits on correlations in bipartite quantum systems
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Speed limit of quantum metrology
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Dependence of the quantum speed limit on system size and control complexity
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Quantum speed limit based on the bound of Bures angle
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“In the latter case, as mentioned earlier, the Fisher information plays a key role in the geometric interpretation of quantum speed limits of dynamical evolutions in quantum computing based on the notion of statistical distance between quantum states, either pure or mixed [25, 26].”
BackgroundGeneralised quantum speed limit for arbitrary time-continuous evolution
Thakuria, D., Srivastav, A., Mohan, B., Kumari, A., & Pati, A. K. (2023) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8121/ad15ad · Cited by 19 · see citing works
Control of quantum dynamics: Non-Markovianity and the speedup of the open system evolution
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Quantum speed limit for robust state characterization and engineering
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“[3] P.”
Detecting quantum speedup in closed and open systems
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APPLICATIONS OF FINSLER GEOMETRY TO SPEED LIMITS TO QUANTUM INFORMATION PROCESSING
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“There is a geometric derivation of the ML bound [13].”
BackgroundMethodResultTime-limited optimal dynamics beyond the quantum speed limit
Gajdacz, M., Das, K. K., Arlt, J., Sherson, J. F., & Opatrný, T. (2015) · Physical Review A · doi:10.1103/physreva.92.062106 · Cited by 14 · see citing works
Shrimali, D., Panda, B., & Pati, A. K. (2024) · Physical Review A · doi:10.1103/physreva.110.022425 · Cited by 13 · see citing works
Quantum Speed Limit for States and Observables of Perturbed Open Systems
Yadin, B., Imai, S., & Gühne, O. (2024) · Physical Review Letters · doi:10.1103/physrevlett.132.230404 · Cited by 13 · see citing works
“We now have extensions to mixed states and driven and open systems [3–7], and an understanding of the connection to the geometry of quantum state spaces [8–10].”
BackgroundSpeed limit for open systems coupled to general environments
Shiraishi, N., & Saito, K. (2021) · Physical Review Research · doi:10.1103/physrevresearch.3.023074 · Cited by 13 · see citing works
“These relations originated from the uncertainty relation between time and energy; hence, the operation time is inevitably accompanied by quantities on energy [1, 3–10].”
BackgroundSpeedup of quantum evolution of multiqubit entanglement states
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Relativistic quantum speed limit time in dephasing noise
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Ohmic reservoir-based non-Markovianity and Quantum Speed Limit Time
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Quantum speed limit in terms of coherence variations
Mai, Z.-Y., & Yu, C. (2024) · Physical Review A · doi:10.1103/physreva.110.042425 · Cited by 11 · see citing works
“Up to now, QSL has attracted increasing interest and has been generalized in different scenarios [4, 5] including the QSLs for the mixed states [6, 7], time-dependent Hamiltonian [8, 9], the geometric understandings [10– 12] and so on [13].”
Quantum speed limit of a noisy continuous-variable system
Wu, W., & An, J. (2022) · Physical Review A · doi:10.1103/physreva.106.062438 · Cited by 11 · see citing works
“Later, Margolus and Levitin provided an alternative QSL time in terms of the energy difference τML = π~/(2〈Ĥ〉) [6, 7].”
BackgroundDynamical decoupling assisted acceleration of two-spin evolution in XY spin-chain environment
Wei, Y.-B., Zou, J., Wang, Z.-M., Shao, B., & Li, H. (2015) · Physics Letters A · doi:10.1016/j.physleta.2015.11.013 · Cited by 11 · see citing works
Quantum speed limit of Jaynes-Cummings model with detuning for arbitrary initial states
Shahri, Y., Hadipour, M., Haddadi, S., Dolatkhah, H., & Haseli, S. (2023) · Physics Letters A · doi:10.1016/j.physleta.2023.128783 · Cited by 10 · see citing works
Environment-assisted non-Markovian speedup dynamics control
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Classical and quantum speed limits
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Quantum Speed Limit for a Moving Qubit inside a Leaky Cavity
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Unifying parameter estimation and the Deutsch-Jozsa algorithm for continuous variables
Zwierz, M., Pérez-Delgado, C. A., & Kok, P. (2010) · Physical Review A · doi:10.1103/physreva.82.042320 · Cited by 9 · see citing works
Self-citationXing, H., & Fu, L. (2020) · Physical Review A · doi:10.1103/physreva.102.062613 · Cited by 9 · see citing works
Quantum speed limits based on Schatten norms: Universality and tightness
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“[ 42, 50, 62].”
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“Therefore, we introduce the normalized vector as follows: where ∥ | ψ ( t ) ⟩ ∥ ≡ ⟨ ψ ( t ) | ψ ( t ) ⟩ .”
Unitary evolution and the distinguishability of quantum states
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Self-citationQuantum speedup in noninertial frames
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Quantum speed limit with forbidden speed intervals
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Quantum speed limits for Bell-diagonal states
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Instantaneous angular velocity of quantum evolution
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Gravitational Field effects on the Decoherence Process and the Quantum Speed Limit
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“ds c B r dt B r dr r d d ( ) ( ) ( sin ), (8) 2 2 2 1 2 2 2 2 2 θ θ φ = − + + + −”
Quantum speed of evolution in a Markovian bosonic environment
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“[24, 25] are derived as upper bounds on the rate of change of a distance-type measure of distinguishability.”
BackgroundEntanglement-assisted quantum speedup: Beating local quantum speed limits
Yasmin, F., & Sperling, J. (2024) · Physical Review A · doi:10.1103/physreva.110.012424 · Cited by 6 · see citing works
Excitation of time-dependent quantum systems: An application of time–energy uncertainty relations
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Margolus–Levitin speed limit across quantum to classical regimes based on trace distance*
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Controlling the quantum speed limit time for unital maps via filtering operations
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Non-Markovian speedup dynamics control of the damped Jaynes–Cummings model with detuning
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State preparation in a Jaynes-Cummings lattice with quantum optimal control
Parajuli, P., Govindarajan, A., & Tian, L. (2023) · Scientific Reports · doi:10.1038/s41598-023-47002-1 · Cited by 5 · see citing works
“Also, � E ave = 1 T (cid:31) T 0 dt � E ( t ) is the average energy fluctuation during the time evolution with � E ( t ) = �[ H t − � H t �] 2 � being the instantaneous energy fluctuation of the Hamiltonian H t at time t , and the operator average is taken on the instantaneous quantum state | ψ( t…”
BackgroundInfluentialQuantum geometry in many-body systems with precursors of criticality
Střeleček, J., & Cejnar, P. (2025) · Physical Review A · doi:10.1103/physreva.111.012211 · Cited by 5 · see citing works
Non-monotonicity of Trace Distance Under Tensor Products
Maziero, J. (2015) · Brazilian Journal of Physics · doi:10.1007/s13538-015-0350-y · Cited by 5 · see citing works
“ancemeasuresin D(H) naturallyappear also in the contexts of quantum foundations [7,8, 9], quantum processes [10,11], quantum cryptography [12,13], quantum phase transitions [14], quantum speed limits [15,16,17,18,19,20], quantum channel capacities [21], and also in the theories of quantum entanglement [22,23], quantum…”
BackgroundQuantum speed limits of a qubit system interacting with a nonequilibrium environment
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Coherent-driving-assisted quantum speedup in Markovian channels*
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Quantum speed limit for mixed states in a unitary system
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Quantum acceleration by an ancillary system in non-Markovian environments
Fan, J., Wu, S.-X., & Yu, C. (2021) · Quantum Information Processing · doi:10.1007/s11128-020-02964-3 · Cited by 5 · see citing works
Quantum speed limit for the maximum coherent state under the squeezed environment*
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- Authors
- Jones, P. J., & Kok, P.
- Affiliations
- University of Sheffield (GB)
- ORCID
- Kok, Pieter
- Venue
- Physical Review A
- Publisher
- American Physical Society (APS)
- Published
- 2010-08-16
- Volume
- 82
- Issue
- 2
- ISSN
- 0556-2791 (ISSN-L)
- 1050-2947
- 1094-1622
- OpenAlex
- W2008738328
- Cited by
- 172
- References
- 29
- Citations by year
- 2026: 6 · 2025: 22 · 2024: 14 · 2023: 12 · 2022: 15 · 2021: 13 · 2020: 17 · 2019: 6 · 2018: 7 · 2017: 7 · 2016: 11 · 2015: 14 · 2014: 12 · 2013: 9 · 2012: 2
- FWCI
- 2.74
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Physical Review A (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum Mechanics and Applications
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Computing Algorithms and Architecture
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Information and Cryptography
- Keywords
- quantum speed limit, statistical distance, quantum states, unitary evolution, mixed states, completely positive trace-preserving maps, non-unitary evolution, counterexample
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