Hyper-Parameter Tuning for the (1+(λ,λ)) GA

Nguyen Dang, Carola Doerr

It is known that the $(1+(\lambda ,\lambda ))$~Genetic Algorithm (GA) with self-adjusting parameter choices achieves a linear expected optimization time on OneMax if its hyper-parameters are sui…