基于云理论的虚拟士兵能力差异化建模

Modeling Diversity Capability of Virtual Soldiers Based on Cloud Theory

针对作战仿真中虚拟士兵能力的模糊性和随机性,提出了基于云理论的虚拟士兵能力差异化建模方法。在构建虚拟士兵能力体系的基础上,对不同训练水平的士兵群体能力进行评测,对真实士兵的能力评测值用云模型进行定性描述,提取出了能力属性云的数字特征,进而用多维云发生器构建出综合能力云模型,用生成的云滴对虚拟士兵的能力进行了赋值。仿真试验表明,该方法建立的虚拟士兵行为模型在能力分布上更接近真实的士兵群体,在作战仿真能够涌现出更合理、更复杂的行为。

The purpose of this paper is to propose a method of modeling diversity capability of virtual sol- diers based on cloud theory because of the fuzziness and randomness of virtual soldiers in combat simula- tion. Firstly, we construct the virtual soldiers＇ capability system. Secondly, we assess the real soldiers＇ capability of different training levels and get the qualitative description of these attributes based on back- ward cloud generator. Thirdly, we construct the comprehensive capability cloud model based on multi-di- mensional cloud generator with the numerical characteristic of capability attributes cloud. Finally, we ini- tialize the virtual soldiers＇ capability with the cloud droplet of the comprehensive capability cloud. The simulation test turns out that the virtual soldiers generated by the method are more close to the real soldiers in the distribution of capability and emerge more reasonable and complex behavior in combat simulation.