模糊目标和模糊约束下的订单接受问题客户评价组合模型

A. Aliabadi, H. Berenji
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引用次数: 0

摘要

客户评价在订单生产系统中起着重要的作用,对订单进行排序。本文将α-切和交互式模糊多目标线性规划相结合的方法应用于具有模糊目标和线性隶属函数的模糊约束条件下的不精确订单接受客户评价问题的求解。所提出的组合方法旨在同时最小化仓储成本、支付延迟时间、冲突率和运输成本。第五个目标函数是使采购总价值最大化。这种组合方法使决策者能够交互地修改模糊系数和约束,直到获得有效的折衷解决方案,并提高整体决策者的满意度。此外,所提出的组合方法为模糊决策过程提供了一个系统的框架。将模糊组合方法应用于一个工业案例,并将结果显示出来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combined model of customer assessment for order acceptance problem under fuzzy goals and fuzzy constraints
Customer assessment plays an important role in make to order production systems for ranking of the orders. This paper extents α-cut and interactive Fuzzy Multi-Objective Linear Programming combine approaches for solving the imprecise customer assessment for order acceptance problem under price breaks with fuzzy goals and fuzzy constraints with linear Membership Function. The proposed combined approach aims to simultaneously minimize the storage cost, pay delay time, conflict rate and transportation cost. The fifth objective function maximize the total value of purchasing. This combined approach enables decision maker to interactively modify fuzzy coefficients and constraints until attained both an efficient compromise solution and increase overall decision maker satisfaction degree. Additionally, the proposed combination approach provides a systematic framework that facilitates the fuzzy decision-making process. The fuzzy combined approach was utilized on an industrial case, and findings will be shown.
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