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Distribution Inventory Cost Optimization Under Grey and Fuzzy Uncertainty

机译:灰色与模糊不确定性下的分销库存成本优化

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摘要

The grey fuzzy variable was defined for the two fold uncertain parameters combining grey and fuzziness factors. On the basis of the credibility and chance measure of grey fuzzy variables, the distribution center inventory uncertain programming model was presented. The grey fuzzy simulation technology can generate input-output data for the uncertain functions. The neural network trained from the input-output data can approximate the uncertain functions. The designed hybrid intelligent algorithm by embedding the trained neural network into genetic algorithm can optimize the general grey fuzzy programming problems. Finally, one numerical example is provided to illustrate the effectiveness of the model and the hybrid intelligent algorithm.
机译:针对结合了灰色和模糊因子的两个不确定参数定义了灰色模糊变量。基于灰色模糊变量的可信度和机会度量,提出了配送中心库存不确定性规划模型。灰色模糊仿真技术可以为不确定函数生成输入输出数据。从输入输出数据训练的神经网络可以近似不确定函数。通过将训练后的神经网络嵌入遗传算法而设计的混合智能算法可以优化一般的灰色模糊规划问题。最后,通过一个数值例子说明了该模型和混合智能算法的有效性。

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