Batch strategy At the end of the inner loop BO, the last generation will contain the best peptide sequences found according to the acquisition function, with the belief that the peptide sequence with the best score translates into the best gain for a given objective. However, batches of peptides can be tested in parallel, saving time by reducing the number of cycles.