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A New Dissipativity Condition for Asymptotic Stability of Discounted Economic MPC

Authors :
Zanon, Mario
Gros, Sébastien
Publication Year :
2021

Abstract

Economic Model Predictive Control has recently gained popularity due to its ability to directly optimize a given performance criterion, while enforcing constraint satisfaction for nonlinear systems. Recent research has developed both numerical algorithms and stability analysis for the undiscounted case. The introduction of a discount factor in the cost, however, can be desirable in some cases of interest, e.g., economics, stochastically terminating processes, Markov decision processes, etc. Unfortunately, the stability theory in this case is still not fully developed. In this paper we propose a new dissipativity condition to prove asymptotic stability in the infinite horizon case and we connect our results with existing ones in the literature on discounted economic optimal control. Numerical examples are provided to illustrate the theoretical results.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2106.09377
Document Type :
Working Paper