文章詳目資料

Journal of Computers EIMEDLINEScopus

  • 加入收藏
  • 下載文章
篇名 A Novel Bi-level Programming Model for Cloud Logistics Resources Allocation
卷期 30:6
作者 Fu-Li Zhou 、 Yan-Dong He 、 Lei Deng 、 Min Wang
頁次 016-030
關鍵字 bi-level programming 、 cloud logistics 、 flexible factors 、 logistics resources allocation 、 non-dominated Sorting Genetic Algorithm II 、 EI 、 MEDLINE 、 Scopus
出刊日期 201912
DOI 10.3966/199115992019123006002

中文摘要

英文摘要

The logistics resources allocation study involves many interests under the cloud logistics environment, but most previous publications focused the traditional decision making model in terms of quality of service (QoS) attributes including cost, quality and time, with ignoring the flexible factors and reliability of the cloud logistics service portfolio. To fill the gap, the uncertain factors of logistics service process and the interests of multi stakeholders including logistics service demanders and operators of cloud logistics service platform are considered in logistics resources allocation problem. The novel bi-level programming model is formulated based on QoS criteria and flexible factors of cloud logistics service composition. In addition, the non-dominated Sorting Genetic Algorithm II (NSGA-II) is designed and employed to deal with the NP-hard problem. A numerical case is conducted to verify the effectiveness of the established mathematical model and the validity of the algorithm.

本卷期文章目次

查看更多

關鍵知識WIKI

查看更多

相關文獻