Optimal service selection and composition for service-oriented manufacturing network
Optimal service selection and composition for service-oriented manufacturing network
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DOI：
10.1080/0951192x.2010.511657
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发表时间：
2011-05
影响因子：
4.1
通讯作者：
Shuangxi Huang;Sen Zeng;Yushun Fan;G. Huang
中科院分区：
文献类型：
--
作者：
Shuangxi Huang;Sen Zeng;Yushun Fan;G. Huang
服务的管理是面向服务制造的核心内容。然而，在开放的环境中，服务的集成和优化是很难实现的，它包含了大量的随机性和不确定性。关键问题是如何实现最优的服务选择和组合。本文提出了服务型制造网络的综合绩效评价指标，该指标综合了业务层、服务层和实施层的关键服务绩效指标。提出了一个性能评价模型，对系统的局部性能和全局性能进行了分析.一个不确定性和遗传算法为基础的方法，实现最优的服务选择和组合，在有效和高效的方式。
The management of services is the kernel content of service-oriented manufacturing. However, it is difficult to realise the integration and optimisation of services in an open environment, which contains large amounts randomicity and uncertainty. The key problem is how to realise the optimal service selection and composition. In this article, the comprehensive performance evaluation metrics for service-oriented manufacturing network is proposed, which combines the key performance indicators of services in business, service and implementation level. The performance evaluation model is brought forward to analyse the local and global performance. An uncertainty and genetic algorithm-based method is developed to realise the optimal service selection and composition in effective and efficient way.