Feedback Stabilization of Switched Systems: Memory is not needed
Pith reviewed 2026-05-20 04:17 UTC · model grok-4.3
The pith
For switched linear systems, any stabilizing full-history controller can be replaced by a memoryless homogeneous one.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
We prove by construction that if a switched linear system admits a stabilizing full-information controller, with access to the entire history of states and switching signals, then a memoryless and homogeneous of degree one stabilizing controller also exists. Specifically, in the mode-independent setting the controller can be chosen to depend only on the current state, and in the mode-dependent setting only on the current state and active mode. Our results thus show that dynamic controllers offer no additional stabilizing capability for switched linear systems.
What carries the argument
The explicit construction that converts any full-information stabilizing controller into a memoryless homogeneous-of-degree-one controller.
If this is right
- Stabilizing controllers for switched linear systems can always be chosen memoryless.
- Dynamic or history-dependent controllers add no stabilization power.
- Mode-independent stabilization reduces to static state feedback.
- Mode-dependent stabilization reduces to static feedback depending on the active mode.
Where Pith is reading between the lines
- Designers can restrict attention to simple static controllers when synthesizing stabilizers for switched linear systems.
- The same reduction from history-dependent to memoryless controllers may be worth testing on nonlinear switched systems.
- Synthesis algorithms and software for switched systems can safely limit the controller class to memoryless homogeneous maps.
Load-bearing premise
The system switches between linear dynamics in each mode and any stabilizing controller can be taken to be homogeneous of degree one.
What would settle it
A switched linear system that can be stabilized by some full-information controller but cannot be stabilized by any memoryless homogeneous of degree one controller.
read the original abstract
A long-standing assumption in the literature on switched linear systems is that static, homogeneous of degree one feedbacks form the most general class of controllers necessary and sufficient for stabilization. In this paper, we provide a rigorous justification. More specifically, we prove by construction that if a switched linear system admits a stabilizing full-information controller, with access to the entire history of states and switching signals, then a memoryless and homogeneous of degree one stabilizing controller also exists. Specifically, in the modeindependent setting the controller can be chosen to depend only on the current state, and in the mode-dependent setting only on the current state and active mode. Our results thus show that dynamic controllers offer no additional stabilizing capability for switched linear systems, formally validating this folklore claim.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proves by explicit construction that for switched linear systems, the existence of a stabilizing full-information controller (with access to the full history of states and switching signals) implies the existence of a memoryless homogeneous-of-degree-one stabilizing controller. In the mode-independent case the resulting feedback depends only on the current state; in the mode-dependent case it depends on the current state and the active mode. This shows that dynamic controllers with memory provide no additional stabilizing capability beyond static homogeneous feedbacks for this class of systems.
Significance. If the construction is correct, the result formally justifies a long-standing assumption in the switched-systems literature that static homogeneous feedbacks suffice for stabilization. The explicit reduction from full-information to memoryless controllers is a strength, as it supplies a concrete mechanism rather than an existence argument and directly addresses the question of whether memory or dynamics add value.
minor comments (3)
- [Abstract] Abstract: the compound word 'modeindependent' should be hyphenated as 'mode-independent' for standard mathematical English.
- [Main theorem section] The proof construction in the main theorem would benefit from an explicit statement of the homogeneity degree and the precise norm used to define the memoryless map, to make the reduction step easier to verify.
- [Discussion or concluding remarks] A short remark on how the construction behaves under arbitrary (non-dwell-time) switching signals would clarify the scope, even if the result already covers the general case.
Simulated Author's Rebuttal
We thank the referee for their positive summary of the manuscript and for recommending minor revision. The report accurately captures the main result: an explicit construction showing that any stabilizing full-information controller for a switched linear system can be reduced to a memoryless homogeneous-of-degree-one controller (mode-independent or mode-dependent as appropriate). No specific major comments or requested changes were listed in the report.
Circularity Check
No significant circularity; result via explicit construction
full rationale
The paper's central claim is a mathematical implication proved by explicit construction: any stabilizing full-information controller for a switched linear system can be reduced to a memoryless homogeneous-of-degree-one controller. This is a direct proof establishing the result rather than a re-expression or fit of prior quantities. No load-bearing self-citations, self-definitional steps, or fitted inputs called predictions appear in the provided abstract or description. The derivation is self-contained and supplies independent content through the reduction for linear dynamics.
Axiom & Free-Parameter Ledger
axioms (2)
- domain assumption The system is a switched linear system with a finite number of modes, each governed by linear dynamics.
- domain assumption Stabilizing controllers are sought within the class of memoryless homogeneous-of-degree-one feedback laws.
Reference graph
Works this paper leans on
-
[1]
T. Feedback stabilization of switched systems under arbitrary switching: A convex characterization , journal =. 2025 , note =
work page 2025
-
[2]
Switched Controller Synthesis for the Quadratic Stabilisation of a Pair of Unstable Linear Systems , journal =. 1998 , issn =
work page 1998
-
[3]
R. Shorten and F. Wirth and O. Mason and K. Wulff and C. King , title =. SIAM Review , volume =
- [4]
-
[5]
Stability results for linear parameter varying and switching systems , journal =. 2007 , issn =
work page 2007
-
[6]
Extended LMI characterizations for stability and performance of linear systems
Goele Pipeleers and Bram Demeulenaere and Jan Swevers and Lieven Vandenberghe. Extended LMI characterizations for stability and performance of linear systems. Syst. Control. Lett. 2009
work page 2009
-
[7]
de Oliveira, Maur \'i cio C. and Skelton, Robert E. Stability tests for constrained linear systems. Perspectives in robust control. 2001
work page 2001
-
[8]
Control co-design for discrete-time switched linear systems , journal =. 2017 , issn =
work page 2017
-
[9]
F. Blanchini and S. Miani , title =. SIAM Journal on Control and Optimization , volume =
-
[10]
Uniform stabilization of discrete-time switched and. Automatica , volume =. 2006 , issn =
work page 2006
- [11]
-
[12]
Systems & Control Letters , volume =
Parameter dependent. Systems & Control Letters , volume =. 2001 , author =
work page 2001
- [13]
-
[14]
M. Philippe and N. Athanasopoulos and D. Angeli and R.M. Jungers , journal=. On Path-Complete. 2019 , volume=
work page 2019
-
[15]
A. A. Ahmadi and R. M. Jungers and P. A. Parrilo and M. Roozbehani , title=. SIAM Journal on Control and Optimization , year=
-
[16]
Stability of discrete-time switching systems with constrained switching sequences , author=. Automatica , volume=
-
[17]
R. Goebel and T. Hu and A. R. Teel , title="Dual Matrix Inequalities in Stability and Performance Analysis of Linear Differential/Difference Inclusions", booktitle="Current Trends in Nonlinear Systems and Control", year="2006", publisher="Birkh
work page 2006
-
[18]
de Bruijn , N. G. A combinatorial problem. Proceedings of the Section of Sciences of the Koninklijke Nederlandse Akademie van Wetenschappen te Amsterdam. 1946
work page 1946
-
[19]
Goebel, Rafal and Sanfelice, Ricardo G. and Teel, Andrew R. , journal=. Hybrid dynamical systems , year=
-
[20]
Graph-based conditions for feedback stabilization of switched and. Automatica , volume =. 2024 , issn =
work page 2024
- [21]
-
[22]
Continuous-time switched systems with switching frequency constraints:. Automatica , volume =. 2022 , author =
work page 2022
-
[23]
Non-conservative matrix inequality conditions for stability/stabilizability of linear differential inclusions , journal =. 2010 , author =
work page 2010
-
[24]
Lee, J.-W. , journal=. On Uniform Stabilization of Discrete-Time Linear Parameter-Varying Control Systems , year=
-
[25]
J.-W. Lee and G.E. Dullerud. Robust Stabilization and Disturbance Attenuation of Switched Linear Parameter-Varying Systems in Discrete Time. Control of Linear Parameter Varying Systems with Applications. 2012
work page 2012
-
[26]
V. Debauche and M. Della Rossa and R.M. Jungers , title =. 25th ACM International Conference on Hybrid Systems: Computation and Control (HSCC 22) , articleno =. 2022 , publisher =
work page 2022
-
[27]
R. Goebel and A. R. Teel and T. Hu and Z. Lin , journal=. Conjugate convex. 2006 , publisher=
work page 2006
-
[28]
H. Lin and P.J. Antsaklis , journal=. Stability and Stabilizability of Switched Linear Systems: A Survey of Recent Results , year=
-
[29]
IEEE Transactions on Automatic Control , volume=
Stabilization of switched systems via composite quadratic functions , author=. IEEE Transactions on Automatic Control , volume=. 2008 , publisher=
work page 2008
-
[30]
J.C. Geromel and P. Colaneri , title =. International Journal of Control , volume =. 2006 , publisher =
work page 2006
-
[31]
Necessary and sufficient condition for stabilizability of discrete-time linear switched systems: A set-theory approach , journal =. 2014 , issn =
work page 2014
-
[32]
R.M. Jungers and P. Mason , title =. SIAM Journal on Control and Optimization , volume =
- [33]
-
[34]
Composite quadratic Lyapunov functions for constrained control systems , year=
Tingshu Hu and Zongli Lin , journal=. Composite quadratic Lyapunov functions for constrained control systems , year=
- [35]
-
[36]
R. Essick and J.-W. Lee and G. E. Dullerud , journal=. Control of Linear Switched Systems With Receding Horizon Modal Information , year=
-
[37]
Linear Time Varying Systems and Sampled-data Systems , author=. 2001 , publisher=
work page 2001
- [38]
-
[39]
Liapunov Functions and Stability in Control Theory , author=. 2005 , publisher=
work page 2005
-
[40]
J.-W. Lee and P.P. Khargonekar , journal=. Detectability and Stabilizability of Discrete-Time Switched Linear Systems , year=
-
[41]
IEEE Control Systems Letters , title=
M. IEEE Control Systems Letters , title=. 2023 , volume=
work page 2023
-
[42]
Switching between stabilizing controllers , journal =. 2002 , author =
work page 2002
-
[43]
M. Johansson and A. Rantzer , booktitle=. Computation of piecewise quadratic Lyapunov functions for hybrid systems , year=
-
[44]
B. Legat and S. Raković and R.M. Jungers , journal=. Piecewise Semi-Ellipsoidal Control Invariant Sets , year=
- [45]
-
[46]
C.M. Kellett and A.R. Teel , title =. SIAM Journal on Control and Optimization , volume =
-
[47]
Systems & Control Letters , volume =
An alternative converse. Systems & Control Letters , volume =. 2014 , author =
work page 2014
-
[48]
Nonquadratic Lyapunov functions for robust control , journal =. 1995 , author =
work page 1995
-
[49]
Blanchini, F. , journal=. Ultimate boundedness control for uncertain discrete-time systems via set-induced. 1994 , volume=
work page 1994
- [50]
-
[51]
Generalized Homogeneity in Systems and Control , author=. 2020 , publisher=
work page 2020
-
[52]
Fiacchini, M. and Girard, A. and Jungers, M. , journal=. On the Stabilizability of Discrete-Time Switched Linear Systems: Novel Conditions and Comparisons , year=
-
[53]
Lower bounds and dense discontinuity phenomena for the stabilizability radius of linear switched systems , journal =. 2020 , author =
work page 2020
-
[54]
Exponential stabilization of discrete-time switched linear systems , journal =. 2009 , author =
work page 2009
-
[55]
E. D. Andersen and K. D. Andersen , year=. The. High Performance Optimization , volume=
-
[56]
J. L \"o fberg. YALMIP : A toolbox for modeling and optimization in MATLAB. Proceedings of the 2004. 2004
work page 2004
-
[57]
Parameter dependent Lyapunov functions for discrete time systems with time varying parametric uncertainties , journal =. 2001 , author =
work page 2001
-
[58]
Optimal stabilizing rates of switched linear control systems under arbitrary known switchings , journal =. 2024 , author =
work page 2024
-
[59]
Lin, H. and Antsaklis, P. J. , title =. International Journal of Control , volume =. 2008 , publisher =
work page 2008
-
[60]
Convex Analysis , author =
-
[61]
Hu, J. and Shen, J. and Lee, D. , journal=. Resilient Stabilization of Switched Linear Control Systems Against Adversarial Switching , year=
-
[62]
Dynamic programming and optimal control: Volume I , author=. 2012 , publisher=
work page 2012
-
[63]
Ahmadi, A.A., Jungers, R.M., Parrilo, P.A., and Roozbehani, M. (2014). Joint spectral radius and path-complete graph Lyapunov functions. SIAM Journal on Control and Optimization, 52, 687--717
work page 2014
- [64]
-
[65]
Bertsekas, D. (2012). Dynamic programming and optimal control: Volume I, volume 4. Athena scientific
work page 2012
-
[66]
Blanchini, F. and Miani, S. (2003). Stabilization of LPV systems: State feedback, state estimation, and duality. SIAM Journal on Control and Optimization, 42(1), 76--97
work page 2003
-
[67]
Blanchini, F., Miani, S., and Savorgnan, C. (2007). Stability results for linear parameter varying and switching systems. Automatica, 43(10), 1817--1823
work page 2007
-
[68]
Della Rossa , M., Alves Lima , T., Jungers, M., and Jungers, R.M. (2024). Graph-based conditions for feedback stabilization of switched and LPV systems. Automatica, 160, 111427
work page 2024
-
[69]
Della Rossa , M. and Jungers, R. (2024). Multiple Lyapunov functions and memory: A symbolic dynamics approach to systems and control. SIAM Journal on Control and Optimization, 62(5), 2695--2722
work page 2024
-
[70]
Dettmann, C.P., Jungers, R.M., and Mason, P. (2020). Lower bounds and dense discontinuity phenomena for the stabilizability radius of linear switched systems. Systems & Control Letters, 142, 104737
work page 2020
-
[71]
Fiacchini, M., Girard, A., and Jungers, M. (2016). On the stabilizability of discrete-time switched linear systems: Novel conditions and comparisons. IEEE Transactions on Automatic Control, 61(5), 1181--1193
work page 2016
-
[72]
Fiacchini, M. and Tarbouriech, S. (2017). Control co-design for discrete-time switched linear systems. Automatica, 82, 181--186
work page 2017
-
[73]
Geromel, J. and Colaneri, P. (2006). Stability and stabilization of discrete time switched systems. International Journal of Control, 79(7), 719--728
work page 2006
-
[74]
Hu, T., Ma, L., and Lin, Z. (2008). Stabilization of switched systems via composite quadratic functions. IEEE Transactions on Automatic Control, 53(11), 2571--2585
work page 2008
-
[75]
Jungers, R. and Mason, P. (2017). On feedback stabilization of linear switched systems via switching signal control. SIAM Journal on Control and Optimization, 55(2), 1179--1198
work page 2017
-
[76]
Kellett, C. and Teel, A. (2005). On the robustness of KL -stability for difference inclusions: Smooth discrete-time Lyapunov functions. SIAM Journal on Control and Optimization, 44(3), 777--800
work page 2005
-
[77]
Lee, J.W. (2006). On uniform stabilization of discrete-time linear parameter-varying control systems. IEEE Transactions on Automatic Control, 51(10), 1714--1721
work page 2006
-
[78]
Lee, J.W. and Khargonekar, P. (2009). Detectability and stabilizability of discrete-time switched linear systems. IEEE Transactions on Automatic Control, 54(3), 424--437
work page 2009
-
[79]
Liberzon, D. (2003). Switching in Systems and Control. Systems & Control: Foundations & Applications. Birkh \"a user
work page 2003
-
[80]
Lin, H. and Antsaklis, P.J. (2008). Hybrid state feedback stabilization with _2 performance for discrete-time switched linear systems. International Journal of Control, 81(7), 1114--1124
work page 2008
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