An Experimental Study of Operator Choices in the (1+(λ,λ)) Genetic Algorithm

This dataset contains experimental results that accompanies the same-named paper accepted to the MOTOR conference and scheduled to be published in a CCIS volume.

The following data files are a part of this dataset, whose meaning should become clear after reading the paper:

w1-runs.csv: the results of each of the runs, each of the configurations on the OneMax problem;

w2-runs.csv: same for the LinInt2 problem;

w5-runs.csv: same for the LinInt5 problem;

ms-runs.csv: same for the easy random MAX-SAT instances;

w1-stats.csv: the quartile statistics for the OneMax problem;

w2-stats.csv: same for the LinInt2 problem;

w5-stats.csv: same for the LinInt5 problem;

ms-stats.csv: same for the easy random MAX-SAT instances;

tunings-static.csv: the outcomes of irace for the static configurations (with fixed λ);

tunings-dynamic.csv: the outcomes of irace for the dynamic configurations (with self-adjusting λ).

Apart from that, the file pictures.pdf presents the contents of *-stats.csv files visually in a concide way.