To obtain materials with desired properties, traditional approaches use experiments, while modern approaches use computer simulation. There is no doubt that computer simulation is cheaper and faster than experiments. By using appropriate computer models, simulation results are in the same accuracy with experiments. In this paper we use genetic algorithm to predict the flow stress of aluminum alloy during tensile test. Experimental results prove the success of our model. Streszczenie.