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本文将人工神经网络中的ＢＰ网络和连续时间Ｈｏｐｆｉｅｌｄ网络应用于模拟优化，证明利用ＢＰ网络可以获得模拟系统的优化信息，而且将连续Ｈｏｐｆｉｅｌｄ网络应用于模拟优化中响应曲面法响应曲面参数的估计，获得了令人满意的结果。
In this paper, the BP network and the continuous-time Hopfield network in artificial neural network are applied to the simulation and optimization. It is proved that the optimization information of the simulation system can be obtained by using the BP network, and the continuous Hopfield network is used to estimate the response surface parameters of the response surface method in the simulation optimization. Satisfactory results have been obtained.