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During the last decade Genetic Programming (GP) has emerged as an efficient methodology for teaching computers how to program themselves. This paper presents research work which utilizes GP for developing mathematical equations for the response surfaces that have been generated using hybrid modelling techniques for predicting the properties of materials under hot deformation. Collected data from the literature and experimental work on aluminium are utilized as the initial training data for thedoi:10.4028/www.scientific.net/msf.539-543.2449 fatcat:6wihvmwoona5dhqzm3fphdbk7i