Title :
On the Equivalence Between Dissipativity and Optimality of Discontinuous Nonlinear Regulators for Filippov Dynamical Systems
Author :
Sadikhov, Teymur ; Haddad, Wassim M.
Author_Institution :
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
In this paper, we derive guaranteed gain, sector, and disk margins for nonlinear optimal and inverse optimal discontinuous feedback regulators that minimize a nonlinear-nonquadratic performance functional for Filippov dynamical systems. Specifically, we consider dynamical systems with Lebesgue measurable and locally essentially bounded vector fields characterized by differential inclusions involving Filippov set-valued maps. In addition, we extend classical dissipativity theory to address the problem of dissipative discontinuous dynamical systems. These results are then used to derive extended Kalman-Yakubovich-Popov conditions for characterizing necessary and sufficient conditions for dissipativity of discontinuous systems using Clarke gradients and locally Lipschitz continuous storage functions. Furthermore, using the newly developed dissipativity notions we develop a return difference inequality to provide connections between dissipativity and optimality of nonlinear discontinuous controllers for Filippov dynamical systems. Specifically, using the extended Kalman-Yakubovich-Popov conditions we show that our discontinuous feedback control law satisfies a return difference inequality if and only if the controller is dissipative with respect to a quadratic supply rate.
Keywords :
feedback; nonlinear dynamical systems; optimal control; vectors; Clarke gradients; Filippov dynamical systems; Filippov set-valued maps; Lebesgue measurable; bounded vector fields; classical dissipativity theory; differential inclusions; discontinuous feedback control law; discontinuous nonlinear regulators; discontinuous systems; disk margins; dissipative discontinuous dynamical systems; dissipativity notions; extended Kalman-Yakubovich-Popov conditions; guaranteed gain; inverse optimal discontinuous feedback regulator; locally Lipschitz continuous storage functions; nonlinear discontinuous controllers; nonlinear optimal discontinuous feedback regulator; nonlinear-nonquadratic performance functional minimization; quadratic supply rate; return difference inequality; Feedback control; Nonlinear dynamical systems; Optimal control; Regulators; Terrorism; Vectors; Differential inclusions; Filippov solutions; Kalman–Yakubovich-Popov conditions; discontinuous systems; disk margins; dissipativity theory; gain margins; inverse optimality; nonlinear control; optimal control; sector margins;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2013.2283111