Abstract: This paper introduces the concept of ant behavior simulation and proposes a new method as an application of ant behavior simulation for make a mathematical model to produce tuned template which is used to classify aerial image texture. At the same time, in order to test the correctness of the model, we have made some trials, and the experimental results which have been compared with genetic algorithm shows that the new method is correct and valid.