A differential evolution approach to dimensionality reduction for classification needs
Goran Martinović, Dražen Bajer, Bruno Zorić (2014)
International Journal of Applied Mathematics and Computer Science
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Goran Martinović, Dražen Bajer, Bruno Zorić (2014)
International Journal of Applied Mathematics and Computer Science
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Goran Martinović, Dražen Bajer, Bruno Zorić (2014)
International Journal of Applied Mathematics and Computer Science
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Angelova, Maria, Tzonkov, Stoyan, Pencheva, Tania (2010)
Serdica Journal of Computing
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Fermentation processes as objects of modelling and high-quality control are characterized with interdependence and time-varying of process variables that lead to non-linear models with a very complex structure. This is why the conventional optimization methods cannot lead to a satisfied solution. As an alternative, genetic algorithms, like the stochastic global optimization method, can be applied to overcome these limitations. The application of genetic algorithms is a precondition for...
Groşan, Crina, Oltean, Mihai, Oltean, Mihaela (2003)
Acta Universitatis Apulensis. Mathematics - Informatics
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Rotar, Corina (2003)
Acta Universitatis Apulensis. Mathematics - Informatics
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Drezner, Zvi, Marcoulides, George A. (2006)
Journal of Applied Mathematics and Decision Sciences
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Maciej Troć, Olgierd Unold (2010)
International Journal of Applied Mathematics and Computer Science
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Self-adaptation is a key feature of evolutionary algorithms (EAs). Although EAs have been used successfully to solve a wide variety of problems, the performance of this technique depends heavily on the selection of the EA parameters. Moreover, the process of setting such parameters is considered a time-consuming task. Several research works have tried to deal with this problem; however, the construction of algorithms letting the parameters adapt themselves to the problem is a critical...
Chiş, Monica (2002)
Acta Universitatis Apulensis. Mathematics - Informatics
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Rotar, Corina, Dumitrescu, Dan, Lung, Rodica (2006)
Acta Universitatis Apulensis. Mathematics - Informatics
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The Yugoslav Journal of Operations Research
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Mesloub, Said, Mansour, Abdelouahab (2009)
International Journal of Open Problems in Computer Science and Mathematics. IJOPCM
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Groşan, Crina, Dumitrescu, Dumitru D. (2002)
Acta Universitatis Apulensis. Mathematics - Informatics
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