Next, we aim to discover novel ligands for Pd-containing catalysts for the Suzuki reaction and not just recombine pre-defined ligands. From the same starting population, a GBGA without synthetic accessibility constraint is run for 20 generations. Here, the best-performing individual is created by subsequent crossover and mutation operations on the molecular graph of the ligands.