An artificial neural network (ANN) is a mathematical structure that is used to identify relationships between input and output data that have complex, nonlinear characteristics (Hsu et al., 1995).In the case of flotation, models to represent relevant phenomena by using ANN have been proposed (Gupta et al., 1999, Al-Thyabat, 2008, …