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		<identifier>oai:zbc.uz.zgora.pl:86318</identifier>
	    <datestamp>2025-07-21T12:37:25Z</datestamp>
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<dc:title xml:lang="pl"><![CDATA[A modified particle swarm optimization procedure for triggering fuzzy flip-flop neural networks]]></dc:title>
<dc:creator><![CDATA[Kowalski, Piotr A.]]></dc:creator>
<dc:creator><![CDATA[Słoczyński, Tomasz]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[fuzzy neural network]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[fuzzy flip-flop neuron]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[particle swarm optimization]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[training procedure]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[regression]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[The aim of the presented study is to investigate the application of an optimization algorithm based on swarm intelligence to the configuration of a fuzzy flip-flop neural network. Research on solving this problem consists of the following stages. The first one is to analyze the impact of the basic internal parameters of the neural network and the particle swarm optimization (PSO) algorithm.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[Subsequently, some modifications to the PSO algorithm are investigated. Approximations of trigonometric functions are then adopted as the main task to be performed by the neural network. As a result of the numerical verification of the problem, a set of rules are developed that can be helpful in constructing a fuzzy flip-flop type neural network. The obtained results of the computations significantly simplify the structure of the neural network in relation to similar conditions known from the literature.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Kusy, Maciej - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Scherer, Rafał - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Krzyżak, Adam - ed.]]></dc:contributor>
<dc:date><![CDATA[2021]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/86318/AMCS_2021_31_4_3.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/101391/edition/86318/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:86318]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 31, number 4 (2021)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=122]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:101391]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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