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本文主要研究网络权值和阈值为模糊数的前馈神经网络,给出了一种利用线性规划确定这种网络权值和阈值的算法,并结合实际算例验证了该算法的优越性。
This paper mainly studies the feedforward neural network whose network weights and thresholds are fuzzy numbers, and gives an algorithm that uses linear programming to determine the weights and thresholds of such networks. The numerical example shows the superiority of the proposed algorithm.