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In this paper, a recursive neural networks model is developed and applied to simulate the maneuvers of a tanker, which is full and may have inherent poor coursekeeping ability. In the present model, component force modules is developed to calculate five component forces as inputs to the networks. It consists of the net thrust and lateral force due to propeller revolution and rudder angle, approximate...