DocumentCode :
114942
Title :
A Lyapunov function for economic MPC without terminal conditions
Author :
Grune, Lars ; Stieler, Marleen
Author_Institution :
Dept. of Math., Univ. of Bayreuth, Bayreuth, Germany
fYear :
2014
fDate :
15-17 Dec. 2014
Firstpage :
2740
Lastpage :
2745
Abstract :
We consider nonlinear economic model predictive control (MPC) without terminal constraints or costs. We show that under suitable conditions, consisting of strict dissipativity, the turnpike property and appropriate continuity properties, a practical Lyapunov function exists for the MPC closed loop. This Lyapunov function is given by the optimal value function of the optimal control problem with rotated stage costs originating from the dissipativity condition. Alternative sufficient conditions in terms of suitable controllability properties and finite time optimality of the closed loop trajectories during the transient phase are also discussed.
Keywords :
Lyapunov methods; closed loop systems; controllability; nonlinear control systems; optimal control; predictive control; trajectory control; Lyapunov function; appropriate continuity properties; closed loop trajectories; controllability properties; economic MPC closed loop; finite time optimality; nonlinear economic model predictive control; optimal control problem; optimal value function; strict dissipativity condition; transient phase; turnpike property; Asymptotic stability; Economics; Lyapunov methods; Optimal control; Steady-state; Trajectory; Transient analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
Type :
conf
DOI :
10.1109/CDC.2014.7039809
Filename :
7039809
Link To Document :
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