Damage Effect Assessment Approach Study of Bayesion Networks Based on Information Fusion
Cheng Ha · Journal of Sichuan Ordnance · 2015
Aiming at the nature of damage information resource,a damage effect assessment approach of Bayesian networks was presented based on information fusion. Firstly,this study analyzed the signal characteristic of damage information resource,and damage ranks were regarded as characteristic information.Then,Bayesian parameter estimation algorithm was applied to fuse characteristic information by constructing a Bayesian network. Finally Bayesian classifier was designed to damage effect assessment through calculating the maximum posterior probability estimation. The assessment process was discussed and a living example verified the validity in damage assessment and reasoning with Bayesian networks and damage information fusion.