• DocumentCode
    476034
  • Title

    An adaptive planning model based on multi-agent

  • Author

    Zhang, Qing-Min ; Xue, Heng-Xin ; Chen, Cheng ; Wu, Chun-Mei

  • Author_Institution
    Sch. of Econ. & Manage., Nanjing Univ. of Sci. & Technol., Nanjing
  • Volume
    2
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    1121
  • Lastpage
    1126
  • Abstract
    Quantitative factors are usually taken into account, but qualitative factors are neglected when a retailer in distribution chain decides to order. For this reason, a planning model based on multi-agent is supposed to solve adaptive problems and then analyze the problems by using quantitative and qualitative factors to improve the retailerspsila ordering efficiency. Using AHP approach, the multi-attribute analysis method is developed to evaluate the influence factors for ordering quantities. The weight for each retailer is calculated via Super Decisions software. In addition, According to the weights and qualitative data in ERP, a multi-objective decision-making method is given to determine the ordering quantities. The simulation results show that the proposed model based on multi-agent increases ordering flexibility and offers a good planning method with cooperation between retailers and a DC.
  • Keywords
    decision making; enterprise resource planning; multi-agent systems; retail data processing; supply chain management; Super Decisions software; adaptive planning; analytic hierarchy process; distribution chain; enterprise resource planning; multiagent system; multiattribute analysis; multiobjective decision making; ordering quantity; qualitative factor; quantitative factor; retailer ordering efficiency; Artificial intelligence; Cybernetics; Decision making; Enterprise resource planning; Machine learning; Marketing and sales; Quality management; Real time systems; Technology management; Technology planning; AHP; Distribution chain; Multi-agent; Multi-objective optimization; Planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620572
  • Filename
    4620572