Title :
Optimal cost convergence with respect to the time horizon
Author :
Costa, Eduardo F. ; do Val, Joao B.R.
Author_Institution :
UNICAMP - Fac. of Electrical and Computing Engineering CP 6101, 13081-970, Campinas SP, Brazil
Abstract :
The asymptotic behaviour of the optimal cost for problems with increasing time horizon is studied. The dynamics and costs are general nonlinear, possibly with state and control constraints. Apart from basic consistency assumptions, a uniform detectability hypothesis provides the setup for the analysis, which is based on direct evaluations of bounds for costs and trajectories. This investigation is motivated by approximations to infinite horizon problems that would require large amount of computational effort, and by the stability study of receding horizon control problems.
Keywords :
Asymptotic stability; Convergence; Dynamic programming; Optimal control; Predictive control; Stability analysis; Trajectory; Optimal control; large size dynamic programming problems; optimal cost convergence; receding horizon control; stability of finite horizon control;
Conference_Titel :
European Control Conference (ECC), 2003
Conference_Location :
Cambridge, UK
Print_ISBN :
978-3-9524173-7-9