Optimal service selection and composition for service-oriented manufacturing network

Shuangxi Huang, Sen Zeng, Yushun Fan, George Q. Huang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

48 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)416-430
Number of pages15
JournalInternational Journal of Computer Integrated Manufacturing
Volume24
Issue number5
DOIs
Publication statusPublished - May 2011
Externally publishedYes

Keywords

  • performance evaluation
  • service composition
  • service selection
  • service-oriented manufacturing

ASJC Scopus subject areas

  • Mechanical Engineering
  • Computer Science Applications
  • Industrial and Manufacturing Engineering

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