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Kybernetika 44(5):649-663, 2008.

On the Solution of the Constrained Multiobjective Control Problem with the Receding Horizon Approach

Daniele De Vito and Riccardo Scattolini


Abstract:

This paper deals with a multiobjective control problem for nonlinear discrete time systems. The problem consists of finding a control strategy which minimizes a number of performance indexes subject to state and control constraints. A solution to this problem through the Receding Horizon approach is proposed. Under standard assumptions, it is shown that the resulting control law guarantees closed-loop stability. The proposed method is also used to provide a robustly stabilizing solution to the problem of simultaneously minimizing a set of $H_{\infty}$ cost functions for a class of systems subject to bounded disturbances and/or parameter uncertainties. Numeric examples are reported to highlight the stabilizing action of the proposed control laws.


Keywords: multiobjective optimization; receding horizon control; robust control; stability;


AMS: 34H05; 93C10; 49J35;


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BIB TeX

@article{kyb:2008:5:649-663,

author = {De Vito, Daniele and Scattolini, Riccardo },

title = {On the Solution of the Constrained Multiobjective Control Problem with the Receding Horizon Approach},

journal = {Kybernetika},

volume = {44},

year = {2008},

number = {5},

pages = {649-663}

publisher = {{\'U}TIA, AV {\v C}R, Prague },

}


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