基于多主体的智能决策支持系统构建方法

Approach for the Implementation of a Multiagent-Based Intelligent Decision Support System

  • 摘要: 以MFCADS系统为例,描述基于多主体的思维方式构造智能决策支持系统体系结构的方法。主体的构造基于扩展的BDI思维状态模型,采用统一的层次型内部控制结构。主体规划使用HTN方法,形成偏序规划树。模型管理分别采和面向组件和面向主体的方法来管理不同种类的模型,给出了主体模型的形式化描述和建模方法。在一定程度上解决了多主体领域理论与实践相结合的问题,并为提高智能决策支持系统的有效性与可靠性提供了新的途径。

     

    Abstract: Describes an approach to design the architecture of a multiagent based intelligent decision support system(IDSS), using MFCADS as an example. MFCADS adopts a uniform hierarchical agent's internal control architecture. Agents are built based on the BDI framework. The agent's planning forms a partial ordered plan tree using HTN method. The component based method and the agent based method are used respectively to manage different types of models. In this paper the formalized description of models and an approach for modeling are presented. The work described solves decision support problems by using the multi agent theory, which goes forward one step further in reducing the separation of theory and practice in the field of MAS, and points out a new way to improve the efficiency and reliability of IDSS.

     

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