Synergistic optimization of predictive models for water quality analysis in treatment plants using machine learning and evolutionary algorithms - Ghareeb, Ahmed; Nooruldeen, Orhan; Arslan, Chelang A.; Kapp, Sean; Choi, Jun-Ki (Evolutionary intelligence, 2025)
Keywords: Accuracy; Applications of Mathematics; Artificial Intelligence; Bioinformatics; Chemical oxygen demand; Climate change; Control; Datasets; Desertification; Dissolved solids; Engineering; Evolutionary algorithms; Genetic algorithms; Kernel functions; Machine learning; Mathematical and Computational Engineering; Mechatronics; Optimization algorithms; Optimization techniques; Parameter estimation; Particle swarm optimization; Performance evaluation; Polynomials; Prediction models; Radial basis function; Regression; Remote sensing; Research Paper; Rivers; Robotics; Statistical Physics and Dynamical Systems; Support vector machines; Time series; Water management; Water quality; Water resources management; Water treatment plants; Iran; China; Iraq; Support vector regression; Adaptive boosting; Water quality assessment; Limited-memory Broyden–Fletcher–Goldfarb–Shanno; Particle swarm optimization; Machine learning