Aim\ To study some applications of a neural networks in combinatorial optimization. Methods\ To found decreasing energy functions by studying Hopfield neural networks model. Results and Conclusion\ We turn the model of decreasing energy functions about the eight queens problem in combinatorial optimization

which is based on Hopfield neural networks models. By simulating on computer

we acquire all solutions about the eight queens problem.