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Trajectory-independent speed limits for controlled open quantum systems
Phys. Rev. A 114, 012439 – Published 16 July, 2026
DOI: https://doi.org/10.1103/p78c-6p56
Abstract
Existing quantum speed limits for controlled open quantum systems depend on the specified trajectory. For example, lower bounds on quantum annealing times in the presence of dissipation depend explicitly on the chosen annealing schedule. Recently, schedule-independent speed limits have been derived for annealing in the closed quantum system setting [L. P. García-Pintos et al., SciPost Phys. 18, 159 (2025)]. In this work, we generalize these results to open quantum systems, deriving schedule-independent lower bounds for quantum annealing times in systems described by a Lindblad master equation. We analyze the interplay between coherent control and dissipation in single- and two-qubit examples, demonstrating that the derived lower bounds capture key scaling behavior with respect to the strength of the dissipator. Finally, we apply the bound to thermal state preparation and show that the bound matches the expected asymptotic behavior for an Ising model in the high-temperature limit.
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References (63)
- M. R. Frey, Quantum speed limits—Primer, perspectives, and potential future directions, Quantum Inf. Proc. 15, 3919 (2016).
- S. Deffner and S. Campbell, Quantum speed limits: from heisenberg's uncertainty principle to optimal quantum control, J. Phys. A: Math. Theor. 50, 453001 (2017).
- L. Mandelstam and I. Tamm, The uncertainty relation between energy and time in nonrelativistic quantum mechanics, in Selected Papers, edited by B. M. Bolotovskii, V. Ya. Frenkel, and R. Peierls (Springer, Berlin, 1991), pp. 115–123.
- N. Margolus and L. B. Levitin, The maximum speed of dynamical evolution, Physica D 120, 188 (1998).
- M. M. Taddei, B. M. Escher, L. Davidovich, and R. L. de Matos Filho, Quantum speed limit for physical processes, Phys. Rev. Lett. 110, 050402 (2013).
- A. del Campo, I. L. Egusquiza, M. B. Plenio, and S. F. Huelga, Quantum speed limits in open system dynamics, Phys. Rev. Lett. 110, 050403 (2013).
- S. Deffner and E. Lutz, Quantum speed limit for non-Markovian dynamics, Phys. Rev. Lett. 111, 010402 (2013).
- Z. Sun, J. Liu, J. Ma, and X. Wang, Quantum speed limits in open systems: Non-Markovian dynamics without rotating-wave approximation, Sci. Rep. 5, 8444 (2015).
- D. P. Pires, M. Cianciaruso, L. C. Céleri, G. Adesso, and D. O. Soares-Pinto, Generalized geometric quantum speed limits, Phys. Rev. X 6, 021031 (2016).
- K. Funo, N. Shiraishi, and K. Saito, Speed limit for open quantum systems, New J. Phys. 21, 013006 (2019).
- F. Campaioli, F. A. Pollock, and K. Modi, Tight, robust, and feasible quantum speed limits for open dynamics, Quantum 3, 168 (2019).
- L. P. García-Pintos and A. del Campo, Quantum speed limits under continuous quantum measurements, New J. Phys. 21, 033012 (2019).
- E. O'Connor, G. Guarnieri, and S. Campbell, Action quantum speed limits, Phys. Rev. A 103, 022210 (2021).
- L. P. García-Pintos, S. B. Nicholson, J. R. Green, A. del Campo, and A. V. Gorshkov, Unifying quantum and classical speed limits on observables, Phys. Rev. X 12, 011038 (2022).
- Z. Y. Mai and C. S. Yu, Tight and attainable quantum speed limit for open systems, Phys. Rev. A 108, 052207 (2023).
- A. J. Rosal, D. O. Soares-Pinto, and D. P. Pires, Quantum speed limits based on Schatten norms: Universality and tightness, Phys. Lett. A 534, 130250 (2025).
- A. Srivastav, V. Pandey, B. Mohan, and A. K. Pati, Family of exact and inexact quantum speed limits for completely positive and trace-preserving dynamics, Phys. Rev. A 112, 052204 (2025).
- B. Apolloni, C. Carvalho, and D. de Falco, Quantum stochastic optimization, Stochast. Proc. Appl. 33, 233 (1989).
- A. Finnila, M. Gomez, C. Sebenik, C. Stenson, and J. Doll, Quantum annealing: A new method for minimizing multidimensional functions, Chem. Phys. Lett. 219, 343 (1994).
- T. Kadowaki and H. Nishimori, Quantum annealing in the transverse Ising model, Phys. Rev. E 58, 5355 (1998).
- J. Brooke, D. Bitko, T. Rosenbaum, and G. Aeppli, Quantum annealing of a disordered magnet, Science 284, 779 (1999).
- E. Farhi, J. Goldstone, S. Gutmann, J. Lapan, A. Lundgren, and D. Preda, A quantum adiabatic evolution algorithm applied to random instances of an NP-complete problem, Science 292, 472 (2001).
- G. E. Santoro, R. Martoňák, E. Tosatti, and R. Car, Theory of quantum annealing of an Ising spin glass, Science 295, 2427 (2002).
- A. Lucas, Ising formulations of many NP problems, Front. Phys. 2, 1 (2014).
- M. Born and V. Fock, Beweis des Adiabatensatzes, Z. Phys. 51, 165 (1928).
- T. Kato, On the adiabatic theorem of quantum mechanics, J. Phys. Soc. Jpn. 5, 435 (1950).
- S. Jansen, M.-B. Ruskai, and R. Seiler, Bounds for the adiabatic approximation with applications to quantum computation, J. Math. Phys. 48, 102111 (2007).
- D. Aharonov, W. van Dam, J. Kempe, Z. Landau, S. Lloyd, and O. Regev, Adiabatic quantum computation is equivalent to standard quantum computation, SIAM J. Comput. 37, 166 (2007).
- T. Albash and D. A. Lidar, Adiabatic quantum computation, Rev. Mod. Phys. 90, 015002 (2018).
- J. Werschnik and E. K. U. Gross, Quantum optimal control theory, J. Phys. B: At. Mol. Opt. Phys. 40, R175 (2007).
- D. Guéry-Odelin, A. Ruschhaupt, A. Kiely, E. Torrontegui, S. Martínez-Garaot, and J. G. Muga, Shortcuts to adiabaticity: Concepts, methods, and applications, Rev. Mod. Phys. 91, 045001 (2019).
- S. Alipour, A. Chenu, A. T. Rezakhani, and A. del Campo, Shortcuts to adiabaticity in driven open quantum systems: Balanced gain and loss and non-Markovian evolution, Quantum 4, 336 (2020).
- L. P. García-Pintos, M. Sahasrabudhe, and C. Arenz, Tighter lower bounds on quantum annealing times, SciPost Phys. 18, 159 (2025).
- N. G. Dickson, M. W. Johnson, M. H. Amin, R. Harris, F. Altomare, A. J. Berkley, P. Bunyk, J. Cai, E. M. Chapple, P. Chavez, F. Cioata, T. Cirip, P. deBuen, M. Drew-Brook, C. Enderud, S. Gildert, F. Hamze, J. P. Hilton, E. Hoskinson, K. Karimi, et al., Thermally assisted quantum annealing of a 16-qubit problem, Nat. Commun. 4, 1903 (2013).
- L. Lin, Dissipative preparation of many-body quantum states: Toward practical quantum advantage, APL Comput. Phys. 1, 010901 (2025).
- M. B. Plenio and P. L. Knight, The quantum-jump approach to dissipative dynamics in quantum optics, Rev. Mod. Phys. 70, 101 (1998).
- M. Sveistrys, J. Langbehn, R. Menu, S. Campbell, G. Morigi, and C. P. Koch, Speeding up quantum annealing with engineered dephasing, Quantum 9, 1731 (2025).
- V. Gorini, A. Kossakowski, and E. C. G. Sudarshan, Completely positive dynamical semigroups of n‐level systems, J. Math. Phys. 17, 821 (1976).
- G. Lindblad, On the generators of quantum dynamical semigroups, Commun. Math. Phys. 48, 119 (1976).
- C. P. Koch, Controlling open quantum systems: Tools, achievements, and limitations, J. Phys.: Condens. Matter 28, 213001 (2016).
- H.-P. Breuer and F. Petruccione, The Theory of Open Quantum Systems (Oxford University Press, Oxford, 2007).
- D. Burgarth, P. Facchi, G. Gramegna, and K. Yuasa, One bound to rule them all: From adiabatic to zeno, Quantum 6, 737 (2022).
- M. Wiedmann and D. Burgarth, Quantum speed limits from symmetries in quantum control, J. Phys. A: Math. Theor. 59, 065301 (2026).
- P. Virtanen, R. Gommers, T. E. Oliphant, M. Haberland, T. Reddy, D. Cournapeau, E. Burovski, P. Peterson, W. Weckesser, J. Bright, S. J. van der Walt, M. Brett, J. Wilson, K. J. Millman, N. Mayorov, A. R. J. Nelson, E. Jones, R. Kern, E. Larson, C. J. Carey, et al., SciPy 1.0: Fundamental algorithms for scientific computing in Python, Nat. Methods 17, 261 (2020).
- N. Lambert, E. Gigu‘ere, P. Menczel, B. Li, P. Hopf, G. Su'arez, M. Gali, J. Lishman, R. Gadhvi, R. Agarwal, A. Galicia, N. Shammah, P. Nation, J. R. Johansson, S. Ahmed, S. Cross, A. Pitchford, and F. Nori, Qutip 5: The quantum toolbox in Python, Phys. Rep. 1153, 1 (2026).
- C.-F. Chen, M. Kastoryano, F. G. S. L. Brandão, and A. Gilyén, Efficient quantum thermal simulation, Nature (London) 646, 561 (2025).
- C.-F. Chen, H.-Y. Huang, J. Preskill, and L. Zhou, Local minima in quantum systems, Nat. Phys. 21, 654 (2025).
- A. M. Alhambra, Lecture notes on quantum thermal states, https://qthermo.ethz.ch/wp-content/uploads/2021/08/Lecture_on_thermal_states1.pdf (unpublished).
- M. E. Edo and L.-A. Wu, Study on quantum thermalization from thermal initial states in a superconducting quantum computer, Sci. Rep. 15, 35700 (2025).
- E. B. Davies, Markovian master equations, Commun. Math. Phys. 39, 91 (1974).
- R. Kubo, Statistical-mechanical theory of irreversible processes. I. General theory and simple applications to magnetic and conduction problems, J. Phys. Soc. Jpn. 12, 570 (1957).
- P. C. Martin and J. Schwinger, Theory of many-particle systems. I, Phys. Rev. 115, 1342 (1959).
- R. Haag, N. M. Hugenholtz, and M. Winnink, On the equilibrium states in quantum statistical mechanics, Commun. Math. Phys. 5, 215 (1967).
- T. Albash, S. Boixo, D. A. Lidar, and P. Zanardi, Quantum adiabatic Markovian master equations, New J. Phys. 14, 123016 (2012).
- C. Arenz, B. Russell, D. Burgarth, and H. Rabitz, The roles of drift and control field constraints upon quantum control speed limits, New J. Phys. 19, 103015 (2017).
- J. Lee, C. Arenz, H. Rabitz, and B. Russell, Dependence of the quantum speed limit on system size and control complexity, New J. Phys. 20, 063002 (2018).
- D. Burgarth, J. Borggaard, and Z. Zimborás, Quantum distance to uncontrollability and quantum speed limits, Phys. Rev. A 105, 042402 (2022).
- M. V. Berry, Transitionless quantum driving, J. Phys. A: Math. Theor. 42, 365303 (2009).
- S. Campbell and S. Deffner, Trade-off between speed and cost in shortcuts to adiabaticity, Phys. Rev. Lett. 118, 100601 (2017).
- J. Watrous, Notes on super-operator norms induced by Schatten norms, Quantum Inf. Comput. 5, 57 (2005).
- R. A. Horn and C. R. Johnson, Topics in Matrix Analysis (Cambridge University Press, Cambridge, 1991).
- J. Humpherys, T. J. Jarvis, and E. J. Evans, Foundations of Applied Mathematics, Volume 1: Mathematical Analysis (Society for Industrial and Applied Mathematics, PA, USA, 2017).
- T. Popoviciu, On algebraic equations having all their roots real, Mathematica (Cluj) 9, 129 (1935).