On the numerical solution of the control problem of switched linear systems

This paper presents a method to compute an epsilon-optimal solution of the control problem of switched linear systems. A difficulty that emerges in the evaluation of the optimal solution is that the cardinality of the solution set increases exponentially as long as the time-horizon increases linearly, which turns the problem intractable when the horizon is sufficiently large. We propose a numerical method to overcome such difficulty, in the sense that our approach allows the evaluation of epsilon-optimal solutions with corresponding sets that do not increase exponentially.

[1]  Hong Huang Stochastic modelling and control of pension plans , 2000 .

[2]  Jianghai Hu,et al.  Exponential stabilization of discrete-time switched linear systems , 2009, Autom..

[3]  Hai Lin,et al.  Switched Linear Systems: Control and Design , 2006, IEEE Transactions on Automatic Control.

[4]  J. Geromel,et al.  Stability and stabilization of discrete time switched systems , 2006 .

[5]  S. Ge,et al.  Switched Linear Systems: Control and Design , 2005 .

[6]  Franco Blanchini,et al.  Stabilizability of switched linear systems does not imply the existence of convex Lyapunov functions , 2006, CDC.

[7]  C. Wen,et al.  Switched and Impulsive Systems: Analysis, Design, and Applications , 2005, IEEE Transactions on Automatic Control.

[8]  Magdi S. Mahmoud Switched Time-Delay Systems: Stability and Control , 2010 .

[9]  Ricardo C. L. F. Oliveira,et al.  State feedback control of switched linear systems: an LMI approach , 2006 .

[10]  Michael Margaliot,et al.  Root-mean-square gains of switched linear systems: A variational approach , 2007, 2007 46th IEEE Conference on Decision and Control.

[11]  Steven Liu,et al.  Optimal Control and Scheduling of Switched Systems , 2011, IEEE Transactions on Automatic Control.

[12]  Dimitri P. Bertsekas,et al.  Stochastic optimal control : the discrete time case , 2007 .

[13]  Valentina E. Balas,et al.  On the Switching Control , 2009 .

[14]  Michael Margaliot,et al.  Root-mean-square gains of switched linear systems: A variational approach , 2007, CDC.

[15]  David Angeli,et al.  Nonlinear norm-observability notions and stability of switched systems , 2005, IEEE Transactions on Automatic Control.

[16]  Daniel Liberzon,et al.  Switching in Systems and Control , 2003, Systems & Control: Foundations & Applications.

[17]  Robert Shorten,et al.  Stability Criteria for Switched and Hybrid Systems , 2007, SIAM Rev..

[18]  Jianghai Hu,et al.  On the Value Functions of the Discrete-Time Switched LQR Problem , 2009, IEEE Transactions on Automatic Control.