• DocumentCode
    2111277
  • Title

    Self-Organizing Agents for Efficient Sustainable Resource Utilization

  • Author

    Benyun Shi ; Jiming Liu

  • Author_Institution
    Dept. of Comput. Sci., Hong Kong Baptist Univ., Kowloon Tong, China
  • Volume
    2
  • fYear
    2012
  • fDate
    4-7 Dec. 2012
  • Firstpage
    510
  • Lastpage
    517
  • Abstract
    Decentralized energy systems (DESs), which are open and dynamically evolving systems, play advantageous roles in facilitating the utilization of sustainable resources (SRs) in remote rural areas. In this paper, we present a self-organizing mechanism by focusing on the nature-inspired behaviors of autonomous agents for improving the transport efficiency of SRs, which is a major obstacle for their extensive utilization. Three nature-inspired behavioral rules are proposed to provide feasible solutions from the viewpoint of problem-solving, and most importantly, to understand the relationships between the local interactions and decision-making of autonomous agents and the transport efficiency of a DES from the viewpoint of policy-making. Simulation results on both static and dynamic environments show that our mechanism can approach to optimal transport efficiency by tuning a control parameter. Moreover, benefiting from the nonlinear aggregation of cost information among self-organizing agents, it is computationally scalable for energy transportation in large-scale DESs. Practically, our mechanism may help gain a deep insight into energy policy issues in DESs such as transportation network planning from a self-organizing systems perspective.
  • Keywords
    decision making; multi-agent systems; power engineering computing; problem solving; sustainable development; autonomous agents; cost information; decentralized energy systems; decision making; energy transportation; large-scale DES; nature-inspired behavioral rules; nonlinear aggregation; policy making; problem solving; remote rural areas; self-organizing agents; self-organizing mechanism; sustainable resource utilization; transport efficiency; transportation network planning; autonomy-oriented computing; decentralized energy systems; self-organizing mechanism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology (WI-IAT), 2012 IEEE/WIC/ACM International Conferences on
  • Conference_Location
    Macau
  • Print_ISBN
    978-1-4673-6057-9
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2012.257
  • Filename
    6511615