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A new paradigm of modeling for military industrial logistics agent interaction protocol: Command interaction diagram
Computers & Industrial Engineering ( IF 7.9 ) Pub Date : 2021-04-20 , DOI: 10.1016/j.cie.2021.107347
Xiong Li , Wei Pu , Wei Zhang , Xiaodong Zhao

Agent-based modeling is a useful and effective approach to exploring industrial logistics system, while agent interaction protocol is a key to support agent-based industrial logistics modeling. Current modeling methods are mainly developed to face general industrial systems and are in a certain sense difficult to fully meet the need of modeling military industrial logistics system. In this research, we focus on describing and implementing military industrial logistics agent interaction protocol by presenting a new command interaction diagram (CID) oriented paradigm. We not only present the concept and corresponding graphical notation representations of CID for multi-agent interaction process, but also design and develop the CID modeling tool with a function of logic verification, thus realizing the mechanism of automatic transformation from conceptual model of CID to its simulation model. In addition, we provide a case study and perform agent-based military industrial logistics simulation. The simulation demonstration and corresponding validation show that our method can meet actual needs and achieve good results, with more advantages than other traditional modeling methods. This fact proves the feasibility and effectiveness of the proposed method.



中文翻译:

军事工业物流代理交互协议建模的新范式:命令交互图

基于代理的建模是探索工业物流系统的一种有用且有效的方法,而代理交互协议则是支持基于代理的工业物流建模的关键。当前的建模方法主要是针对一般工业系统而开发的,在某种意义上很难完全满足对军事工业物流系统进行建模的需求。在这项研究中,我们着重于通过提出一种面向命令交互图(CID)的范例来描述和实现军事工业物流代理交互协议。我们不仅介绍了用于多智能体交互过程的CID的概念和相应的图形表示形式,而且还设计和开发了具有逻辑验证功能的CID建模工具,从而实现了从CID概念模型到仿真模型的自动转换机制。此外,我们提供了一个案例研究,并执行了基于代理的军事工业物流仿真。仿真演示和相应的验证表明,该方法能够满足实际需求并取得良好的效果,比其他传统建模方法具有更多的优势。这一事实证明了该方法的可行性和有效性。

更新日期:2021-05-02
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