A hybrid solution to collaborative decision-making in a decentralized supply-chain

Steven Y.P. Lu, Henry Y.K. Lau, Ka Fai Cedric Yiu

Research output: Journal article publicationJournal articleAcademic researchpeer-review

16 Citations (Scopus)

Abstract

This paper considers a decentralized supply chain, where multiple independent manufacturing facilities manage some capital-intensive equipments or resources shared among them. In particular, these manufacturing facilities operate somewhat in isolation to serve their own customers, but coordinate closely with each other to ensure the shared resources are effectively utilized. Such cross-facility capacity management problems are common in high-tech industries, they are typical examples of collaborative decision-making in supply chain integration, and are critical to create a competitive edge in a more interconnected business environment. In this paper, a hybrid algorithm that integrates Lagrangian relaxation and immunity-inspired coordination scheme, known as LR-ICI, is proposed and investigated by extensive numerical experiments, and is shown to be competitive compared to similar algorithms.
Original languageEnglish
Pages (from-to)95-111
Number of pages17
JournalJournal of Engineering and Technology Management - JET-M
Volume29
Issue number1
DOIs
Publication statusPublished - 1 Jan 2012

Keywords

  • Artificial immune systems
  • Cross-facility capacity management
  • Decentralized supply chain
  • Lagrangian relaxation

ASJC Scopus subject areas

  • Industrial relations
  • Engineering(all)
  • Strategy and Management
  • Management Science and Operations Research
  • Information Systems and Management

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