Artificial intelligent systems optimized by metaheuristic algorithms and teleconnection indices for rainfall modeling: The case of a humid region in the mediterranean basin

• Published in: Heliyon
• Main Authors: Zerouali, Bilel, Santos, Celso Augusto Guimarães, de Farias, Camilo Allyson Simões, Muniz, Raul Souza, Difi, Salah, Abda, Zaki, Chettih, Mohamed, Heddam, Salim, Anwar, Samy A., Elbeltagi, Ahmed
• Format: Text
• Language: English
• Published: Elsevier 2023
• Subjects: Research Article; Soi; North Atlantic; North Atlantic oscillation
• Online Access: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147990/; http://www.ncbi.nlm.nih.gov/pubmed/37128305; https://doi.org/10.1016/j.heliyon.2023.e15355

Characterized by their high spatiotemporal variability, rainfalls are difficult to predict, especially under climate change. This study proposes a multilayer perceptron (MLP) network optimized by Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Firefly Algorithm (FFA), and Teleconnection P...