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A metaheuristic approach for selecting a common platform for modular products based on product performance and manufacturing cost

机译:一种基于产品性能和制造成本选择模块化产品通用平台的元启发法

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摘要

A known strategy to implement Mass Customization is Product Modularization. To take advantage of the benefits of modularity, the selection of a common platform is required. This selection must be done with optimization criteria based on functionality and economics. In this paper we propose metaheuristic procedures to solve the problem of selecting a common platform for a modular product. This selection is based on an aggregate objective function that combines product performance and manufacturing cost. The problem is divided into two hierarchical problems that must be solved sequentially. The mathematical models have a nonlinear integer formulation. Because of the computational complexity to solve optimally these models, metaheuristic procedures are proposed to solve each sub-problem. These procedures are based on Scatter Search and Tabu Search. A case study is presented with a small instance that is solved with these procedures and by total enumeration. The results of the metaheuristic procedures coincide with the optimal values found by total enumeration. The run times are reasonable and it is expected a greater benefit for a larger instance with similar results quality.
机译:实现大规模定制的一种已知策略是产品模块化。为了利用模块化的优势,需要选择一个通用平台。必须使用基于功能和经济性的优化标准来进行此选择。在本文中,我们提出了元启发式程序来解决为模块化产品选择通用平台的问题。该选择基于将产品性能和制造成本相结合的总体目标函数。该问题分为两个必须按顺序解决的分层问题。数学模型具有非线性整数公式。由于要最优化地解决这些模型的计算复杂性,提出了元启发式程序来解决每个子问题。这些过程基于散点搜索和禁忌搜索。提出了一个案例研究,其中有一个小实例,这些实例可以通过这些程序和总枚举来解决。元启发式方法的结果与通过总枚举找到的最佳值一致。运行时间是合理的,并且对于具有类似结果质量的较大实例,可以预期会有更大的收益。

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