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<dc:title xml:lang="pl"><![CDATA[A factor graph based genetic algorithm]]></dc:title>
<dc:creator><![CDATA[Helmi, B. Hoda]]></dc:creator>
<dc:creator><![CDATA[Rahmani, Adel T.]]></dc:creator>
<dc:creator><![CDATA[Pelikan, Martin]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[optimization problems]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[genetic algorithms]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[estimation of distribution algorithms]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[factor graph]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[matrix factorization]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[We propose a new linkage learning genetic algorithm called the Factor Graph based Genetic Algorithm (FGGA). In the FGGA, a factor graph is used to encode the underlying dependencies between variables of the problem. In order to learn the factor graph from a population of potential solutions, a symmetric non-negative matrix factorization is employed to factorize the matrix of pair-wise dependencies.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[To show the performance of the FGGA, encouraging experimental results on different separable problems are provided as support for the mathematical analysis of the approach. The experiments show that FGGA is capable of learning linkages and solving the optimization problems in polynomial time with a polynomial number of evaluations.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Abaev, Pavel - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Razumchik, Rostislav - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Kołodziej, Joanna - ed.]]></dc:contributor>
<dc:date><![CDATA[2014]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/78975/AMCS_2014_24_3_12.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/88786/edition/78975/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:78975]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 24, number 3 (2014)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=58]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:88786]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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