Selects the new location to evaluate the objective.

def compute_batch(self, duplicate_manager=None,context_manager=None):
        """
        Selects the new location to evaluate the objective.
        """
        x, _ = self.acquisition.optimize(duplicate_manager=duplicate_manager)
        return x