Muideen Adegoke

Abstract In this paper, we consider the monotone inclusion problems involving three operators using a novel generalized inertial forward-reflected-backward splitting algorithm (IRFBA) in real Hilbert spaces. We propose a new double inertial extrapolation step that enhances the acceleration of the splitting algorithm and presents a trade-off between the parameters of the inertial step.

Abstract : Building energy efficiency is vital, due to the substantial amount of energy consumed in buildings and the associated adverse effects. A high-accuracy energy prediction model is considered as one of the most effective ways to understand building energy efficiency. In several studies, various machine learning models have been proposed for the prediction of building energy efficiency. However, the existing models are based on classical machine learning approaches and small datasets.