Optimal service selection and composition for service-oriented manufacturing network

被引：41
|
作者：
Huang, Shuangxi [1 ]
Zeng, Sen [2 ]
Fan, Yushun [1 ]
Huang, George Q. [3 ]
机构：
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] AF Acad, Dept Automat, Guilin, Peoples R China
[3] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Hong Kong, Hong Kong, Peoples R China
来源：
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING | 2011年 / 24卷 / 05期
关键词：
service-oriented manufacturing; performance evaluation; service selection; service composition; WEB SERVICES; GENETIC ALGORITHM; SUPPLY CHAINS; MANAGEMENT; OPERATIONS; FRAMEWORK; SYSTEM;
D O I：
10.1080/0951192X.2010.511657
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
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.
引用
收藏
页码：416 / 430
页数：15
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