Short-term load forecasting plays a significant role in the management of power plants. In this paper. we propose a multivariate adaptive step fruit fly optimization algorithm (MAFOA) to optimize the smoothing parameter of the generalized regression neural network (GRNN) in the short-term power load forecasting. In addition. https://parisnaturalfoodes.shop/product-category/native-pro/