Multi-chaotic differential evolution: A preliminary study

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Abstract

This research deals with the initial investigations on the concept of a multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is aimed at the embedding and alternating of set of two discrete dissipative chaotic systems in the form of chaos pseudo random number generator for DE. Repeated simulations were performed on the selected test function in higher dimensions. Finally, the obtained results are compared with canonical DE. © 2014 Springer International Publishing.

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Senkerik, R., Pluhacek, M., Zelinka, I., Davendra, D., & Kominková Oplatková, Z. (2014). Multi-chaotic differential evolution: A preliminary study. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8467 LNAI, pp. 416–427). Springer Verlag. https://doi.org/10.1007/978-3-319-07173-2_36

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