• DocumentCode
    1189994
  • Title

    Distributed approach to dynamic resource management based on temporal influence

  • Author

    Berry, Pauline M. ; Choueiry, Berthe Y. ; Friha, Lamia

  • Author_Institution
    Dept. of Inf. Sci., Strathclyde Univ., Glasgow, UK
  • Volume
    3
  • Issue
    2
  • fYear
    1994
  • Firstpage
    79
  • Lastpage
    86
  • Abstract
    The paper describes an approach to resource management in uncertain domains, which is based on the concept of temporal influence. The Distributed Interactive Scheduling with Abstractions Project is aimed at building a scheduling system designed to address the uncertainties of real-world domains. The system has two main features; it is distributed, taking a multi-agent view, and it uses a solution method that employs temporal abstractions to aid decision-making. The multi-agent view is a novel architecture based on a hierarchical representation of time and a dynamic heterogenetic structure for problem-solving agents. Temporal abstractions in the form of summarisations and generalisations are used for problem reduction and conflict resolution, providing a second novel idea. An additional goal of this project is to provide the user with the environment and information necessary to allow useful and intelligent interaction with the problem-solving process. Temporal abstractions also play an important role in the satisfaction of this goal
  • Keywords
    constraint handling; cooperative systems; interactive systems; knowledge based systems; problem solving; resource allocation; scheduling; Distributed Interactive Scheduling with Abstractions Project; conflict resolution; decision-making; dynamic heterogenetic structure; dynamic resource management; generalisations; multi-agent view; problem-solving agents; real-world domains; scheduling system; summarisations; temporal abstractions; temporal influence; uncertain domains;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems Engineering
  • Publisher
    iet
  • ISSN
    0963-9640
  • Type

    jour

  • Filename
    329614