基于增量控制的一致性问题及其在供应链系统的应用

Increment control method of consensus problem and its application in supply chain systems

将增量控制方法应用于多智能体一致性问题。通过将相邻智能体的控制变量作为控制输入来更新每个智能体的状态,可以在一定初始条件下将系统转化为线性一致性问题,并应用于供应链库存系统。而在实际中,由于统计过程复杂,系统很难获得准确的库存水平,因此,利用增量控制输入可实现相应工厂的库存水平一致,从而稳定整个市场供应。最后,通过仿真实验验证了该理论方法的有效性。

In this paper,an increment control method is applied in the multi-agent consensus problem.By taking the control variables of neighboring agents as the control input to update each agent's state,the system can be transformed into a linear consensus problem under the circumstance of certain initial values and applied to the supply chain systems.In practice,it is difficult for the system to obtain exact inventory quantity of each facility due to the complex statistical process.Therefore,the incremental counterpart is utilized to achieve inventory level consensus for corresponding facilities,so as to stabilize the whole market supply.Finally,simulations are provided to demonstrate the effectiveness of the theoretical method.