Dynamic Value functions and optimal control in the presence of input saturation
Proceedings of Mechatronics 2012, 2012
Author(s): | Sassano M., Passenbrunner T., Astolfi A. |
Year: | 2012 |
Month: | 9 |
Abstract: | The optimal control of nonlinear input-affine systems is tackled in the presence of input saturation. The problem is formulated within the framework of the Dynamic Programming approach, which hinges upon the solution of the Hamilton-Jacobi-Bellman partial differential equation. The notion of Dynamic Value function is extended herein to inputaffine nonlinear systems in the presence of input saturation, providing, in general, a time-varying dynamic control law that approximates the solution of the optimal control problem with bounded input. Then, the second part of the paper discusses a systematic procedure to construct a Dynamic Value function without requiring the solution of any partial differential equation or inequality. This construction relies upon the notion of algebraic solution of the Hamilton-Jacobi-Bellman partial differential equation. |