Monday, 15:15 - 15:40 h, Room: H 1029

 

Antonio Flores-Tlacuahuac
An utopia-tracking approach to multiobjective predictive control

Coauthors: Morales Pilar, Zavala Victor

 

Abstract:
We propose a multiobjective strategy for model predictive control (MPC) that we term utopia-tracking MPC. The controller minimizes, in some norm, the distance of its cost vector to that of the unreachable steady-state utopia point. Stability is ensured by using a terminal constraint to a selected point along the steady-state Pareto front. One of the key advantages of this approach is that multiple objectives can be handled systematically without having to compute the entire Pareto front or selecting weights. In addition, general cost functions (i.e., economic, regularization) can be used.

 

Talk 1 of the invited session Mon.3.H 1029
"Multi-objective optimization" [...]
Cluster 15
"Multi-objective optimization" [...]

 

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