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<dc:title xml:lang="pl"><![CDATA[A multivariable multiobjective predictive controller]]></dc:title>
<dc:creator><![CDATA[Aicha, Faten Ben]]></dc:creator>
<dc:creator><![CDATA[Bouani, Faouzi]]></dc:creator>
<dc:creator><![CDATA[Ksouri, Mekki]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[closed loop performance]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[coupled multivariable system]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[generalized predictive control]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[multiobjective optimization]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[weighted sum method]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[NSGA-II]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[Predictive control of MIMO processes is a challenging problem which requires the specification of a large number of tuning parameters (the prediction horizon, the control horizon and the cost weighting factor). In this context, the present paper compares two strategies to design a supervisor of the Multivariable Generalized Predictive Controller (MGPC), based on multiobjective optimization. Thus, the purpose of this work is the automatic adjustment of the MGPC synthesis by simultaneously minimizing a set of closed loop performances (the overshoot and the settling time for each output of the MIMO system).]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[First, we adopt the Weighted Sum Method (WSM), which is an aggregative method combined with a Genetic Algorithm (GA) used to minimize a single criterion generated by the WSM. Second, we use the Non- Dominated Sorting Genetic Algorithm II (NSGA-II) as a Pareto method and we compare the results of both the methods. The performance of the two strategies in the adjustment of multivariable predictive control is illustrated by a simulation example. The simulation results confirm that a multiobjective, Pareto-based GA search yields a better performance than a single objective GA.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - red.]]></dc:contributor>
<dc:contributor><![CDATA[Uciński, Dariusz - red.]]></dc:contributor>
<dc:date><![CDATA[2013]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/78809/AMCS_2013_23_1_4.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/88602/edition/78809/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:78809]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 23, number 1 (2013)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=52]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:88602]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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