基于复杂网络的作战模拟组织建模研究

针对作战模拟对模型逼真度的要求,建立真实反映战场行为的组织模型是非常重要的。从复杂网络的观点出发,并结合效用和多Agent理论,分析和描述了真实作战组织的网络特性,综合考虑了实体完成类似任务经历、完成任务的能力素质和当前的心理/生理状态三者对效用的影响权重,提出了适用于作战模拟的动态网络组织形成算法。算法的仿真结果表明,该算法很好地反映了作战模拟中的组织行为特点,且在复杂度方面优于同类算法。

Research of Combat Simulation Organization Modeling Based on Complex Networks

Aiming at improving model fidelity of combat simulation,it is all-important to build the organization model that can really reflect battlefield behaviors.Based on the viewpoint of complex networks and combining utility with multi-agent theory,the network characteristics of real combat organization were analyzed and described,the weights were taken into account which were synthetically affected by past experience of achieving similar tasks,ability of accomplishing tasks,and current physical and psychological states,and a dynamic network organization formation algorithm was proposed.The results show that this algorithm can better reflect the characteristics of organizational behaviors in combat simulation,and is better than analogous algorithms at complexity.