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Quick tour of Genetic Algorithms !

https://cran.r-project.org/web/packages/GA/vignettes/GA.html

The R package GA provides a collection of general purpose functions for optimization using genetic algorithms. The package includes a flexible set of tools for implementing genetic algorithms search in both the continuous and discrete case, whether constrained or not. Users can easily define their own objective function depending on the problem at hand. 

https://cran.r-project.org/web/packages/GA/vignettes/GA.html