with a population of 30 individuals. Convergence criteria was set to run until stopped, which was done every 4 or 5 iterations, about 3 hours each, and for repopulating the next run of 30. The input files for Ligand GA with all of the parameters are in the Supplement along with the input files to run GOLD.