The evolutionary development of roughness prediction models

► Presentation of an dataset of high-torque milling operation obtained under industrial condition. ► Presentation of a hybrid algorithm that combines a genetic algorithm with a ANN architecture. ► Presentation of tests of the algorithm with real data to investigate the influence of data sets size. ► It clarifies why roughness modelling bibliography reports different sets of relevant parameters.