基于约束的多Agent装备维修协调决策

为应对战场环境的动态性与不确定性,优化装备维修保障信息化系统的整体决策,提出一种基于约束的多Agent装备维修保障系统集成决策模型,利用单个Agent独立决策与多个Agent之间相互合作、信息共享的机制,不考虑需求分解等细节,在满足服务约束的条件下,建立维修保障信息化系统集成问题的多Agent决策模型。仿真实验结果表明,基于约束的多Agent集成方法能优化系统的整体决策。

Multi Agent Armament Maintenance Coordinated Decision Based on Constraint

To cope with dynamics and uncertainties in battlefield and optimize global decisions of information-based armament maintenance system, a multi Agent constraint-based integrated decision making model is presented. Each Agent works as a service broker, exploring individual service decisions as well as interacting with each other for achieving compatibility and coherence among the decisions of all services. Ignoring decomposing of demands while considering satisfaction of service constraints, a multi Agent integrated decision making model is built. Simulation experimental results show the multi Agent integrated approach based on constraint can optimize the whole system decision.