  In this paper, a Lie group-based neural network method is proposed for
solving initial value problems of non linear dynamics. Due to its single-layer
structure (MLP), the approach is substantially cheaper than the multilayer
perceptron method used in literature. The higher performance ability of the
method is demonstrated by several examples.
