• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Xiong, Weiqing (Xiong, Weiqing.) | Lim, Ming K. (Lim, Ming K..) | Tseng, Ming-Lang (Tseng, Ming-Lang.) | Wang, Chao (Wang, Chao.) (学者:王超)

收录:

EI Scopus SCIE

摘要:

In the cloud manufacturing (CMfg) platform, there are numerous manufacturing services with same or similar functions. Due to the inconsistency of service quality, how to effectively evaluate the quality of services is a fundamental problem in CMfg, and which aims to reduce risk and increase the benefits of users. Under these contexts, this study first constructs a comprehensive three-dimensional trust evaluation system that considers the trust of service demanders, resource providers, and cloud platform operators in CMfg. And then, a manufacturing services trust evaluation and preprocessing model is proposed, and the optimization process is described as following: (1) superior and inferior manufacturing services are identified by the first stage filtration; and (2) inferior manufacturing services are further classified by the second stage filtration. After that, to deal with the concerned problem, an improved multi-objective non-dominated sorting genetic algorithm III (IMO-NSGA-III) is developed to find the Pareto-optimal solutions. Furthermore, nine random instances are designed to show that the proposed IMO-NSGA-III outperforms other three state-of-the-art algorithms in terms of convergence and diversity. Finally, three case studies that comes from an automotive parts assembly company is employed, and the effectiveness of the proposed model and IMO-NSGA-III algorithm is further demonstrated.

关键词:

IMO-NSGA-III Multi-user Service preprocessing Service trust evaluation Cloud manufacturing

作者机构:

  • [ 1 ] [Xiong, Weiqing]Chongqing Univ, Coll Mech & Vehicle Engn, Chongqing, Peoples R China
  • [ 2 ] [Lim, Ming K.]Chongqing Univ, Coll Mech & Vehicle Engn, Chongqing, Peoples R China
  • [ 3 ] [Lim, Ming K.]Univ Glasgow, Adam Smith Business Sch, Glasgow, Scotland
  • [ 4 ] [Tseng, Ming-Lang]Asia Univ, Inst Innovat & Circular Econ, Taichung, Taiwan
  • [ 5 ] [Tseng, Ming-Lang]China Med Univ Hosp, Dept Med Res, Taichung, Taiwan
  • [ 6 ] [Wang, Chao]Beijing Univ Technol, Coll Econ & Management, Res Base Beijing Modern Mfg Dev, Beijing, Peoples R China

通讯作者信息:

查看成果更多字段

相关关键词:

来源 :

COMPUTERS & INDUSTRIAL ENGINEERING

ISSN: 0360-8352

年份: 2022

卷: 173

7 . 9

JCR@2022

7 . 9 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:46

JCR分区:1

中科院分区:2

被引次数:

WoS核心集被引频次: 8

SCOPUS被引频次: 9

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 0

归属院系:

在线人数/总访问数:156/4673815
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司