Modeling Diversity Capability of Virtual Soldiers Based on Cloud Theory
Xue Qin · Journal of Sichuan Ordnance · 2014
The purpose of this paper is to propose a method of modeling diversity capability of virtual soldiers based on cloud theory because of the fuzziness and randomness of virtual soldiers in combat simulation. 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 backward cloud generator. Thirdly,we construct the comprehensive capability cloud model based on multi-dimensional cloud generator with the numerical characteristic of capability attributes cloud. Finally,we initialize 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.