Title :
Power series solution of the Hamilton-Jacobi-Bellman equation for DAE models with a discounted cost
Author :
Sjöberg, Johan ; Glad, Torkel
Author_Institution :
ABB AB, Sweden
Abstract :
This paper considers infinite horizon optimal feedback control of nonlinear models with discounted cost. The paper includes two extentions of existing results about optimal feedback control. First, it is proven that for real analytic state-space models, a time-invariant real analytic feedback solution exists, even when the cost function includes a discount factor, provided certain regularity conditions. Second, the result is generalized to nonlinear DAE models. The feedback solution is valid in a neighborhood of the origin. In both cases, explicit formulas for the series expansions of the cost function and control law are given.
Keywords :
Jacobian matrices; continuous systems; differential algebraic equations; feedback; infinite horizon; nonlinear control systems; nonlinear differential equations; optimal control; series (mathematics); state-space methods; Hamilton-Jacobi-Bellman equation; discounted cost function; infinite horizon optimal feedback control; nonlinear DAE model; power series solution; state-space model; time-invariant real analytic feedback solution; Convergence; Cost function; Differential equations; Feedback control; Infinite horizon; Jacobian matrices; Nonlinear equations; Optimal control; Partial differential equations; State feedback;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739422