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Designing model predictive controllers with prioritised constraints and objectives.

Kerrigan E. C. and Maciejowski J. M.

Proc. IEEE Conference on Computer Aided Control System Design, September 2002

Abstract

This paper shows how a class of objective functions can be incorporated into a prioritised, multi-objective optimisation problem, for which a solution can be obtained by solving a sequence of single-objective, constrained, convex programming problems. The objective functions considered in this paper typically arise in Model Predictive Control (MPC) of constrained, linear systems. The framework presented in this paper can be used to design a flexible, multi-objective MPC controller that takes priorities into account during the on-line computation of the control input.

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BibTex Entry

@InProceedings{kerrigan:maciejowski:2002,: author = {Kerrigan E. C. and Maciejowski J. M.},; title = {Designing model predictive controllers with prioritised constraints and objectives. },; address = {Glasgow, Scotland},; booktitle = {Proc. IEEE Conference on Computer Aided Control System Design},; bibkey = {kerrigan:maciejowski:2002},; month = {September},; year = {2002}
}



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