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		<identifier>oai:zbc.uz.zgora.pl:46818</identifier>
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<dc:title xml:lang="pl"><![CDATA[Soft computing in model - based predictive control]]></dc:title>
<dc:creator><![CDATA[Tatjewski, Piotr]]></dc:creator>
<dc:creator><![CDATA[Ławryńczuk, Maciej]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[process control]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[model predictive control]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[nonlinear systems]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[fuzzy systems]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[neural networks]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[The application of fuzzy reasoning techniques and neural network structures to model-based predictive control (MPC) isstudied. First, basic structures of MPC algorithms are reviewed. Then, applications of fuzzy systems of the Takagi-Sugenotype in explicit and numerical nonlinear MPC algorithms are presented. Next, many techniques using neural networkmodeling to improve structural or computational properties of MPC algorithms are presented and discussed, from a neuralnetwork model of a process in standard MPC structures to modeling parts or entire MPC controllers with neural networks.Finally, a simulation example and conclusions are given.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - red.]]></dc:contributor>
<dc:date><![CDATA[2006]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/46818/1tatj.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/54909/edition/46818/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:46818]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, Volume 16, Number 1 (2006)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=272]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:54909]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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