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Modelling and optimization for a type of fuzzy nonlinear programming problems in manufacturing systems

机译:制造系统中一类模糊非线性规划问题的建模与优化

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A model for a type of fuzzy nonlinear programming problems (FNP) is proposed. This paper develops an inexact approach to solve this type model of nonlinear programming problems. Instead of finding an exact optimal solution. This approach uses a genetic algorithm (GA) with mutation along the weighted gradient direction to find a family of solutions with acceptable membership degrees. Then by means of human-computer interaction, the solution preferred by the decision maker (DM) under different criteria can be achieved.
机译:提出了一种模糊非线性编程问题(FNP)的模型。本文开发了解决这种非线性规划问题模型的不精确方法。而不是找到精确的最佳解决方案。这种方法使用沿着加权梯度方向的突变遗传算法(GA),以找到具有可接受的隶属度的解决方案。然后通过人机相互作用,可以实现决策者(DM)在不同标准下优选的解决方案。

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