Title :
A pseudo-inverting nested indefinite quadratic control for time-varying systems
Author_Institution :
Univ. Coll. of Narvik, Narvik
Abstract :
A generalized pseudo-inverse based approach to discrete-time, finite horizon, linear quadratic control of time-varying systems is presented. The cost functional is a general sign-indefinite quadratic form, and the final state is constrained. Necessary and sufficient conditions for existence of a unique optimal solution are provided. Both the test for existence of a solution, as well its computation, decompose hierarchically to small size problems defined on a suitable subdivision of the time axis, thus rendering computational feasibility for problems too large to be handled directly.
Keywords :
discrete time systems; linear quadratic control; time-varying systems; computational feasibility; discrete-time control; finite horizon control; generalized pseudo-inverse based approach; linear quadratic control; optimal solution; pseudo-inverting nested indefinite quadratic control; sign-indefinite quadratic form; time axis; time-varying systems; Cities and towns; Control systems; Cost function; Large-scale systems; Least squares methods; Optimal control; Sufficient conditions; Symmetric matrices; Testing; Time varying systems; Time-varying systems; indefinite least squares; linear quadratic control; optimization;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4283085