• DocumentCode
    3477566
  • Title

    Research of Dynamic Simulation Software in Road Machinery Based on Intelligent and Hybrid Multi-Agent System

  • Author

    Guo, Long ; Wang, Hongli

  • Author_Institution
    Univ. of Tianjin, Tianjin
  • fYear
    2007
  • fDate
    18-21 Aug. 2007
  • Firstpage
    2720
  • Lastpage
    2725
  • Abstract
    In the process of road surface construction, dispatchers´ scheduling was experiential and blindfold in some degree and static scheduling restricted the continuity of the construction. Serious problems such as labor holdup, material awaiting and scheduling delay could occur when the old scheduling technique was used. This paper presents intelligent algorithm based on multi-agent system(MAS) that has the abilities of intelligentized modeling and dynamic scheduling. MAS model deals with single agent´s communication and corresponding in engineering machinery of clusters firstly, next we apply intelligent algorithm to solve dynamic scheduling in the plant. Intelligent algorithm can optimize the match of agents and make the system dynamic balance. The effectiveness of the proposed method is demonstrated with MATLAB simulations. At last, simulation software in road machinery based on intelligent and hybrid MAS was realized.
  • Keywords
    dispatching; earthmoving equipment; multi-agent systems; production engineering computing; production equipment; road building; scheduling; dispatchers scheduling; dynamic simulation software; hybrid multi-agent system; intelligent multi-agent system; road machinery; road surface construction; Clustering algorithms; Delay; Dynamic scheduling; Intelligent agent; Machine intelligence; Machinery; Mathematical model; Multiagent systems; Roads; Scheduling algorithm; agent; arithmetic; intelligent control; software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation and Logistics, 2007 IEEE International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-1531-1
  • Type

    conf

  • DOI
    10.1109/ICAL.2007.4339042
  • Filename
    4339042