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Parallel Optimization Method for Product Configuration and Supplier Selection Based on Interval

机译:基于间隔的产品配置与供应商选择并行优化方法

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摘要

In order to realize the rapid product design and development under the uncertain environment, an optimization decision theory and method of product configuration and supplier selection based on interval information is proposed. This study proposes to combine the product configuration and supplier selection, considers multiple uncertain factors existing in the process of development, expresses multiple uncertainties with interval numbers, and establishes an integrated optimization model for interval-based product configuration and supplier selection with product cost, delivery period and product performance as the objective function. By redefining the Pareto dominance relation of the objective function value as interval, the NSGA-II algorithm is improved, and then a series of configuration options are obtained by directly solving the interval integration model. Finally, the typical lathe products are used to verify the method.
机译:为了在不确定的环境下实现快速的产品设计与开发,提出了一种基于区间信息的产品配置与供应商选择的优化决策理论与方法。这项研究建议将产品配置和供应商选择相结合,考虑开发过程中存在的多个不确定因素,用区间数表示多个不确定性,并建立基于区间的产品配置和供应商选择以及产品成本,交货期的集成优化模型。周期和产品性能作为目标函数。通过将目标函数值的Pareto优势关系重新定义为区间,改进了NSGA-II算法,然后通过直接求解区间积分模型来获得一系列配置选项。最后,使用典型的车床产品来验证该方法。

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