Bipolar convergence in genetic algorithm for multimodal optimization.
Rotar, Corina (2003)
Acta Universitatis Apulensis. Mathematics - Informatics
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Rotar, Corina (2003)
Acta Universitatis Apulensis. Mathematics - Informatics
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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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Drezner, Zvi, Marcoulides, George A. (2006)
Journal of Applied Mathematics and Decision Sciences
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Robert Schaefer, Aleksander Byrski, Maciej Smołka (2012)
International Journal of Applied Mathematics and Computer Science
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Parallel multi-deme genetic algorithms are especially advantageous because they allow reducing the time of computations and can perform a much broader search than single-population ones. However, their formal analysis does not seem to have been studied exhaustively enough. In this paper we propose a mathematical framework describing a wide class of island-like strategies as a stationary Markov chain. Our approach uses extensively the modeling principles introduced by Vose, Rudolph and...
Dorin Bocu (1997)
The Yugoslav Journal of Operations Research
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Groşan, Crina, Dumitrescu, Dumitru D. (2002)
Acta Universitatis Apulensis. Mathematics - Informatics
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F. Bicking, C. Fonteix, J.-P. Corriou, I. Marc (1994)
RAIRO - Operations Research - Recherche Opérationnelle
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Rotar, Corina, Dumitrescu, Dan, Lung, Rodica (2006)
Acta Universitatis Apulensis. Mathematics - Informatics
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Rotar, Corina (2003)
Acta Universitatis Apulensis. Mathematics - Informatics
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Adam Piotrowski, Jarosław Napiórkowski (2010)
Control and Cybernetics
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