Abstract: Neural network mapping schedule is an important research field in the neural network virtual implementation. The optimum schedule is very important for the performance of a neural network computer. A genetic algorithm realization for scheduling is given.The simulated results are shown, which prove the generality and efficiency of the algorithm.