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Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set
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| Title: | Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set |
| Author: | Viktorin, Adam; Pluháček, Michal; Šenkeřík, Roman |
| Document type: | Conference paper (English) |
| Source document: | 2016 IEEE Congress on Evolutionary Computation, CEC 2016. 2016, p. 4797-4803 |
| ISBN: |
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| DOI: | https://doi.org/10.1109/CEC.2016.7744404 |
| Abstract: | This paper presents a novel multi-chaotic framework, which is used for the parent selection process in Success-History based Adaptive Differential Evolution (SHADE) algorithm. Created variant of the Differential Evolution (DE) algorithm was named MC-SHADE and its performance is tested on the CEC2014 benchmark set in order to participate in the CEC2016 competition on bound constrained single objective numerical optimization - single parameter-operator set based case. © 2016 IEEE. |
| Full text: | http://ieeexplore.ieee.org/document/7744404/ |
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Citace článku v konferenčním sborníku:
VIKTORIN, Adam, Michal PLUHÁČEK a Roman ŠENKEŘÍK. Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set. In: 2016 IEEE Congress on Evolutionary Computation, CEC 2016 [online]. Vancouver: Institute of Electrical and Electronics Engineers (IEEE), 2016, s. 4797-4803. [cit. 2024-10-14]. Dostupné z: http://ieeexplore.ieee.org/document/7744404/.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
VIKTORIN, Adam, Michal PLUHÁČEK a Roman ŠENKEŘÍK. Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set. In: 2016 IEEE Congress on Evolutionary Computation, CEC 2016 [online]. Vancouver: Institute of Electrical and Electronics Engineers (IEEE), 2016, s. 4797-4803. [cit. 2024-10-14]. Dostupné z: http://ieeexplore.ieee.org/document/7744404/.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
