Cosmic rays inspired mutation in genetic algorithms

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Abstract

In this paper a new mutation operator is presented. It is based on simulating cosmic ray impact on living tissue. It was proved that the proposed mutation method has a compound probability distribution, which is also derived. Numerical experiments indicate the usefulness of this concept for problems of moderate sizes.

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Rafaj̷lowicz, W. (2017). Cosmic rays inspired mutation in genetic algorithms. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10245 LNAI, pp. 418–426). Springer Verlag. https://doi.org/10.1007/978-3-319-59063-9_37

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