Thirdly, dissimilar to general single objective BFOA, IBFOA is bi-objective algorithm, which uses PBM to evaluate the reliability of forecast model. In the proposed PBM, SNDSM and SCD are adopted to rank the solutions, which can keep the diversity of the solutions without the cost of delaying the algorithm convergence.