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		<identifier>oai:zbc.uz.zgora.pl:58309</identifier>
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<dc:title xml:lang="pl"><![CDATA[Iterative construction and optimization of fuzzy models]]></dc:title>
<dc:creator><![CDATA[Goléa, Noureddine]]></dc:creator>
<dc:creator><![CDATA[Benmahammed, Khier]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[fuzzy approximation]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[decoupled learning]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[iterative optimization]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[In this paper, a constructive approach to the fuzzy model selection problem is developed. First, the selection of membership functions is decoupled from parameter calculations using an orthogonalization procedure. Since each membership function depends only on its own parameters, the selection of rules is performed in a sequential manner.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[At each learning step, a new membership function is created and its parameters are optimized. The resulting parameter calculation boils down to the solution of a triangular system. This approach reduces significantly the computational complexity, and allows for the derivation of a simple optimization algorithm.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[In addition, optimization of the membership functions is related to the approximation accuracy. Simulation results, when compared with the orthogonal least-squares algorithm, show that this approach is less sensitive to the size of the training data and converges rapidly.]]></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[1999]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/58309/AMCS_1999_9_4_10.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/64916/edition/58309/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:58309]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 9, number 4 (1999)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=977]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:64916]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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