Application of improved version of multi verse optimizer algorithm for modeling solar radiation

• Published in: Energy reports Vol. 8; pp. 12063 - 12080
• Main Authors: Ikram, Rana Muhammad Adnan, Dai, Hong-Liang, Ewees, Ahmed A., Shiri, Jalal, Kisi, Ozgur, Zounemat-Kermani, Mohammad
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.11.2022; Elsevier
• Subjects: Genetic algorithm; Gray​ wolf optimization; Improved multi-verse optimizer; Least square support vector machine; Multi-verse optimizer; Sine–cosine algorithm; Solar radiation prediction; Multi-verse optimizer; Least square support vector machine; Genetic algorithm; Gray​ wolf optimization; Improved multi-verse optimizer; Solar radiation prediction; Sine–cosine algorithm

For better estimation of renewable environmental friendly and carbon-free energy resources, precise prediction of solar energy is very essential. However, accurate prediction of solar energy is a challenging task due to its fluctuations and due to climatic factors those make it very nonlinear in nat...