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Chaos driven differential evolution with Lozi map in the task of chemical reactor optimization
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| Title: | Chaos driven differential evolution with Lozi map in the task of chemical reactor optimization | ||||||||||
| Author: | Šenkeřík, Roman; Davendra, Donald David; Zelinka, Ivan; Pluháček, Michal; Komínková Oplatková, Zuzana | ||||||||||
| Document type: | Conference paper (English) | ||||||||||
| Source document: | Artificial Intelligence and Soft Computing 2014, Part II. 2013, vol. 7895 LNAI, issue PART 2, p. 56-66 | ||||||||||
| ISSN: | 0302-9743 (Sherpa/RoMEO, JCR) | ||||||||||
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| DOI: | https://doi.org/10.1007/978-3-642-38610-7_6 | ||||||||||
| Abstract: | In this paper, Differential Evolution (DE) is used in the task of optimization of batch reactor geometry. The novality of the approach is that a discrete chaotic Lozi map is used as the chaotic pseudo random number generator to drive the mutation and crossover process in DE. The results obtained are compared with original reactor geometry and process parameters adjustment. The statistical analysis of the results given by chaos driven DE is compared with canonical DE strategy. | ||||||||||
| Full text: | https://link.springer.com/chapter/10.1007/978-3-642-38610-7_6 | ||||||||||
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ČSN ISO 690:2011 citation
Citace článku v konferenčním sborníku:
ŠENKEŘÍK, Roman, Donald David DAVENDRA, Ivan ZELINKA, Michal PLUHÁČEK a Zuzana KOMÍNKOVÁ OPLATKOVÁ. Chaos driven differential evolution with Lozi map in the task of chemical reactor optimization. In: Artificial Intelligence and Soft Computing 2014, Part II [online]. Zakopane: Springer-Verlag Berlin, 2013, s. 56-66. [cit. 2024-04-26]. ISSN 0302-9743. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-642-38610-7_6.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
ŠENKEŘÍK, Roman, Donald David DAVENDRA, Ivan ZELINKA, Michal PLUHÁČEK a Zuzana KOMÍNKOVÁ OPLATKOVÁ. Chaos driven differential evolution with Lozi map in the task of chemical reactor optimization. In: Artificial Intelligence and Soft Computing 2014, Part II [online]. Zakopane: Springer-Verlag Berlin, 2013, s. 56-66. [cit. 2024-04-26]. ISSN 0302-9743. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-642-38610-7_6.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
