Optimal Design of Manufacturing Services Network

W. Su, Shuangxi Huang, Rong Wang, K. Mak
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Abstract

In the context of global manufacturing and service outsourcing, production-related services are organized as manufacturing services network. Service partner selection and production distribution planning are two key difficulties that arise in the optimal design of this network. This paper seeks to develop an effective methodology, which includes a mathematical model and an efficient genetic algorithm to solve problems. The mathematical model describes the characteristics of manufacturing services network. An efficient genetic search algorithm is developed to find out the optimal solution with minimum operating cost. The performance of the proposed algorithm is evaluated by solving a set of randomly generated problems.
制造服务网络的优化设计
在全球制造和服务外包的背景下,与生产相关的服务被组织为制造服务网络。服务合作伙伴选择和产品分配规划是该网络优化设计中的两个关键难点。本文试图开发一种有效的方法,其中包括一个数学模型和一个有效的遗传算法来解决问题。该数学模型描述了制造服务网络的特征。提出了一种高效的遗传搜索算法,求出运行成本最小的最优解。通过求解一组随机生成的问题来评价该算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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