Extensible multi-agent system for optimal design of complex systems using analytical target cascading

George Q. Huang, T. Qu, David W.L. Cheung, L. Liang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

8 Citations (Scopus)

Abstract

Analytical target cascading (ATC) has emerged as an integrated approach and methodology for optimal design of complex hierarchical systems with good convergence. It facilitates collaborative design problem solving and enables distributed computing to extend both the capability and capacity. ATC is very powerful yet requiring comprehensive understanding and efforts in setting up specific projects. This paper presents a generic and extensible information infrastructure called atcPortal in the form of a web portal where the ATC analyst defines the ATC problem using a special-purpose XML-based language called atcXML, conducts the ATC analysis, and obtains the analytical results. atcPortal not only reduces the overheads for analysts to set up the projects for practical applications, but also allows the researchers to experiment and extend the ATC methods under different system structures and/or different ATC strategies.

Original languageEnglish
Pages (from-to)917-926
Number of pages10
JournalInternational Journal of Advanced Manufacturing Technology
Volume30
Issue number9-10
DOIs
Publication statusPublished - Sept 2006
Externally publishedYes

Keywords

  • Analytical target cascading
  • Hierarchical system modeling
  • Target optimization
  • Web portal
  • Web services
  • XML

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Mechanical Engineering
  • Computer Science Applications
  • Industrial and Manufacturing Engineering

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