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		<identifier>oai:zbc.uz.zgora.pl:57546</identifier>
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<dc:title xml:lang="pl"><![CDATA[Evolution-fuzzy rule based system with parameterized consequences]]></dc:title>
<dc:creator><![CDATA[Czekalski, Piotr]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[evolutionary strategy]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[fuzzy inference system]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[off-line learning]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[hybrid system]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[While using automated learning methods, the lack of accuracy and poor knowledge generalization are both typical problems for a rule-based system obtained on a given data set. This paper introduces a new method capable of generating an accurate rule-based fuzzy inference system with parameterized consequences using an automated, off-line learning process based on multi-phase evolutionary computing and a training data covering algorithm.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[The presented method consists of the following steps: obtaining an initial set of rules with parameterized consequences using the Michigan approach combined with an evolutionary strategy and a covering algorithm for the training data set; reducing the obtained rule base using a simple genetic algorithm; multi-phase tuning of the fuzzy inference system with parameterized consequences using the Pittsburgh approach and an evolutionary strategy.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[The paper presents experimental results using popular benchmark data sets regarding system identification and time series prediction, providing a reliable comparison to other learning methods, particularly those based on neuro-fuzzy, clustering and ?-insensitive methods. An examplary fuzzy inference system with parameterized consequences using the Reichenbach implication and the minimum t-norm was implemented to obtain numerical results.]]></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[2006]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/57546/AMCS_2006_16_3_8.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/64106/edition/57546/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:57546]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 16, number 3 (2006)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=303]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:64106]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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