- Open Access
Time-optimal synchronization to self-sustained oscillations under bounded control
Phys. Rev. Research 7, 043187 – Published 19 November, 2025
DOI: https://doi.org/10.1103/ydzs-l1zd
Abstract
Incorporating force bounds is crucial for realistic control implementations in physical systems. Here, we investigate the fastest possible synchronization of a Liénard system to its limit cycle using a bounded external force. To tackle this challenging nonlinear optimal control problem, our approach involves applying Pontryagin’s maximum principle with a combination of analytical and numerical tools. We show that the optimal control develops a remarkably complex structure in phase space as the force bound is lowered. Trajectories rewound from the limit cycle’s extreme points turn out to play a key role in determining the maximum number of control bangs for optimal connection. We illustrate these intricate features using the paradigmatic van der Pol oscillator model.
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References (62)
- J.-M. Ginoux and C. Letellier, Van der Pol and the history of relaxation oscillations: Toward the emergence of a concept, Chaos 22, 023120 (2012).
- A. Jenkins, Self-oscillation, Phys. Rep. 525, 167 (2013).
- A. Gomez-Marin, J. Garcia-Ojalvo, and J. M. Sancho, Self-sustained spatiotemporal oscillations induced by membrane-bulk coupling, Phys. Rev. Lett. 98, 168303 (2007).
- L. G. Arnaut and S. Ibáñez, Self-sustained oscillations and global climate changes, Sci. Rep. 10, 11200 (2020).
- D. B. Brückner, A. Fink, C. Schreiber, P. J. F. Röttgermann, J. O. Rädler, and C. P. Broedersz, Stochastic nonlinear dynamics of confined cell migration in two-state systems, Nat. Phys. 15, 595 (2019).
- J.-C. Leloup, D. Gonze, and A. Goldbeter, Limit cycle models for circadian rhythms based on transcriptional regulation in Drosophila and Neurospora, J. Biol. Rhythms 14, 433 (1999).
- T. Roenneberg, E. J. Chua, R. Bernardo, and E. Mendoza, Modelling biological rhythms, Curr. Biol. 18, R826 (2008).
- M. Seki and H. Ito, Evolution of self-sustained circadian rhythms is facilitated by seasonal change of daylight, Proc. R. Soc. B 289, 20220577 (2022).
- Z. Hu, Y. Li, and J.-a. Lv, Phototunable self-oscillating system driven by a self-winding fiber actuator, Nat. Commun. 12, 3211 (2021).
- B. Zhang, Y. Yan, X. Dong, M. Dykman, and H. Chan, Frequency stabilization of self-sustained oscillations in a sideband-driven electromechanical resonator, Phys. Rev. Appl. 22, 034072 (2024).
- B. Zhang, P. Y. Chan, X. Dong, F. Sun, and H. B. Chan, Slow onset of self-sustained oscillations in a fluctuating sideband-driven electromechanical resonator, Sci. Rep. 15, 18965 (2025).
- Y. Kawai, J. Park, and M. Asada, Reservoir computing using self-sustained oscillations in a locally connected neural network, Sci. Rep. 13, 15532 (2023).
- Y. Liu, J. Wu, K. Xu, and M. Zheng, Recovery of activation propagation and self-sustained oscillation abilities in stroke brain networks, Phys. Rev. E 111, 034309 (2025).
- J. Tabanera-Bravo, F. Vigneau, J. Monsel, K. Aggarwal, L. Bresque, F. Fedele, F. Cerisola, G. A. D. Briggs, J. Anders, A. Auffèves, J. M. R. Parrondo, and N. Ares, Stability of long-sustained oscillations induced by electron tunneling, Phys. Rev. Res. 6, 013291 (2024).
- J.-H. He, Determination of limit cycles for strongly nonlinear oscillators, Phys. Rev. Lett. 90, 174301 (2003).
- S. H. Strogatz, Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering, 3rd ed. (Chapman and Hall/CRC, Boca Raton, FL, 2024).
- B. van der Pol, LXXXVIII. On “relaxation-oscillations”, London Edinburgh Dublin Philos. Mag. J. Sci. 2, 978 (1926).
- 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).
- D. Guéry-Odelin, C. Jarzynski, C. A. Plata, A. Prados, and E. Trizac, Driving rapidly while remaining in control: Classical shortcuts from Hamiltonian to stochastic dynamics, Rep. Prog. Phys. 86, 035902 (2023).
- F. Impens and D. Guéry-Odelin, Shortcut to synchronization in classical and quantum systems, Sci. Rep. 13, 453 (2023).
- C. Ríos-Monje, C. A. Plata, D. Guéry-Odelin, and A. Prados, Optimal synchronization to a limit cycle, Chaos 34, 103146 (2024).
- A. Gomez-Marin, T. Schmiedl, and U. Seifert, Optimal protocols for minimal work processes in underdamped stochastic thermodynamics, J. Chem. Phys. 129, 024114 (2008).
- S. Faure, D. Guéry-Odelin, C. A. Plata, and A. Prados, Active charge and discharge of a capacitor: Scaling solution and energy optimization, Am. J. Phys. 93, 328 (2025).
- M. Baldovin, I. Ben Yedder, C. A. Plata, D. Raynal, L. Rondin, E. Trizac, and A. Prados, Optimal control of levitated nanoparticles through finite-stiffness confinement, Phys. Rev. Lett. 135, 097102 (2025).
- 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).
- U. Boscain, M. Sigalotti, and D. Sugny, Introduction to the Pontryagin maximum principle for quantum optimal control, PRX Quantum 2, 030203 (2021).
- E. Dionis and D. Sugny, Time-optimal control of two-level quantum systems by piecewise constant pulses, Phys. Rev. A 107, 032613 (2023).
- H. Fanchiotti, C. A. G. Canal, M. Mayosky, A. Pérez, and A. Veiga, Quantum and classical dynamics correspondence and the brachistochrone problem, Phys. Rev. A 110, 042219 (2024).
- O. Morandi, S. Nicoletti, V. Gavryusev, and L. Fallani, Optimal control in phase space applied to minimal-time transfer of thermal atoms in optical traps, Phys. Rev. A 111, 063312 (2025).
- P. Sun, Y. Liu, and X. Huang, Exploring the brachistochrone (shortest-time) path in fire spread, Sci. Rep. 12, 13600 (2022).
- E. Fernandez-Cara and I. Marín-Gayte, Analysis and numerical solution of some minimal time control problems, Results Appl Math 26, 100582 (2025).
- C. A. Plata, D. Guéry-Odelin, E. Trizac, and A. Prados, Finite-time adiabatic processes: Derivation and speed limit, Phys. Rev. E 101, 032129 (2020).
- A. Patrón, A. Prados, and C. A. Plata, Thermal brachistochrone for harmonically confined Brownian particles, Eur. Phys. J. Plus 137, 1011 (2022).
- A. Patrón, C. A. Plata, and A. Prados, Minimum time connection between non-equilibrium steady states: The Brownian gyrator, J. Phys. A: Math. Theor. 57, 495004 (2024).
- L. S. Pontryagin, Mathematical Theory of Optimal Processes (CRC Press, Boca Raton, 1987).
- D. Liberzon, Calculus of Variations and Optimal Control Theory: A Concise Introduction (Princeton University Press, Princeton and Oxford, 2012).
- V. K. Chandrasekar, M. Senthilvelan, and M. Lakshmanan, Unusual Liénard-type nonlinear oscillator, Phys. Rev. E 72, 066203 (2005).
- R. Iacono and F. Russo, Class of solvable nonlinear oscillators with isochronous orbits, Phys. Rev. E 83, 027601 (2011).
- M. Messias and M. R. A. Gouveia, Time-periodic perturbation of a Liénard equation with an unbounded homoclinic loop, Physica D 240, 1402 (2011).
- S. Ghosh and D. S. Ray, Liénard-type chemical oscillator, Eur. Phys. J. B 87, 65 (2014).
- T. Shah, R. Chattopadhyay, K. Vaidya, and S. Chakraborty, Conservative perturbation theory for nonconservative systems, Phys. Rev. E 92, 062927 (2015).
- N. Turner, P. V. E. McClintock, and A. Stefanovska, Maximum amplitude of limit cycles in Liénard systems, Phys. Rev. E 91, 012927 (2015).
- J. Giné, Liénard equation and its generalizations, Int. J. Bifurcation Chaos 27, 1750081 (2017).
- S. L. Kingston, K. Thamilmaran, P. Pal, U. Feudel, and S. K. Dana, Extreme events in the forced Liénard system, Phys. Rev. E 96, 052204 (2017).
- R. Suresh and V. K. Chandrasekar, Influence of time-delay feedback on extreme events in a forced Liénard system, Phys. Rev. E 98, 052211 (2018).
- A. Mishra, S. Saha, and S. K. Dana, Chimeras in globally coupled oscillators: A review, Chaos 33, 092101 (2023).
- Specifically, the conditions are as follows [16]: (i) is a confining potential with only one minimum at , and (ii) the function has the properties: (a) has only one positive zero at , with for and for , and (b) is nondecreasing for , with .
- The constant is sometimes called the abnormal multiplier and it is a key ingredient of PMP. In nondegenerate cases, and it is thus typically normalized to ; in some degenerate cases, . See Chapter 4 of Liberzon’s book [36] for more details.
- R. FitzHugh, Impulses and physiological states in theoretical models of nerve membrane, Biophys. J. 1, 445 (1961).
- J. Nagumo, S. Arimoto, and S. Yoshizawa, An active pulse transmission line simulating nerve axon, Proc. IRE 50, 2061 (1962).
- J. H. E. Cartwright, V. M. Eguíluz, E. Hernández-García, and O. Piro, Dynamics of elastic excitable media, Int. J. Bifurcation Chaos 09, 2197 (1999).
- P. D. Mininni, D. O. Gómez, and G. B. Mindlin, Stochastic relaxation oscillator model for the solar cycle, Phys. Rev. Lett. 85, 5476 (2000).
- P. Romanczuk, M. Bär, W. Ebeling, B. Lindner, and L. Schimansky-Geier, Active Brownian particles: From individual to collective stochastic dynamics, Eur. Phys. J.: Spec. Top. 202, 1 (2012).
- C. Zhang, M. Kim, J. Wang, and C.-M. Hu, Van der Pol–Duffing oscillator and its application to gain-driven light-matter interaction, Phys. Rev. Appl. 22, 014034 (2024).
- T. E. Lee and H. R. Sadeghpour, Quantum synchronization of quantum van der Pol oscillators with trapped ions, Phys. Rev. Lett. 111, 234101 (2013).
- L. Ben Arosh, M. C. Cross, and R. Lifshitz, Quantum limit cycles and the Rayleigh and van der Pol oscillators, Phys. Rev. Res. 3, 013130 (2021).
- N. Thomas and M. Senthilvelan, Quantum synchronization in quadratically coupled quantum van der Pol oscillators, Phys. Rev. A 106, 012422 (2022).
- C. W. Wächtler and G. Platero, Topological synchronization of quantum van der Pol oscillators, Phys. Rev. Res. 5, 023021 (2023).
- We are defining to employ this equation for , which is consistent with defining .
- https://github.com/fine-group-us/minimum_time_synchronisation/.
- G. Leitmann, Topics in Optimization, Mathematics in Science and Engineering, Vol. 31 (Academic Press, Inc., New York, 1967).
- M. I. Zelikin and V. F. Borisov, Singular optimal regimes in problems of mathematical economics, J. Math. Sci. 130, 4409 (2005).