Comparison of distributed methods for resource allocation

Teresa Wu, Nong Ye, Dawei Zhang

Research output: Contribution to journalArticle

28 Scopus citations

Abstract

Resource allocation problems aim to achieve certain goals or objectives by allocating resources. Traditionally, centralized methods are applied to such problems. However, the inherent, decentralized nature of many corporates/companies/factories drives the investigation on decentralized or distributed methods. This paper provides an overview of research activities in the field of distributed methods for resource allocation problems. We concentrate on classifying the resource allocation problems, comparing different methods and discussing how these different methods can be applied to the problems. Finally, a range of open issues and future challenges are highlighted.

Original languageEnglish (US)
Pages (from-to)515-536
Number of pages22
JournalInternational Journal of Production Research
Volume43
Issue number3
DOIs
StatePublished - Feb 1 2005

Keywords

  • Distributed artificial intelligence
  • Multi-agent system
  • Production
  • Resource allocation

ASJC Scopus subject areas

  • Strategy and Management
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering

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