For its fundamental operations, GB-BI relies on the molecular representations, mutations and crossovers and the core logic of GB-GA. Specifically, GB-GA provides an optimisation cycle ensuring the refinement and exploration of molecular structures upon which we apply extensions from quality-diversity algorithms and Bayesian optimisation. This optimisation cycle consist of three steps: