An Intelligent Design System for Military Situation Assessment
Maintaining an accurate assessment of military situation assessment is essential to prevention, containment and effective response to military conflicts of all kinds.This research developed an intelligent decision support system for military situation assessment,which would be extremely useful for military decision makers.High uncertainty and thedynamics of the environment is a crucial problem formilitary situation assessment.In this research,Bayesian network models which have the ability tomodel and reason under uncertainties are employed asdecision models.A new approach for constructing adecision model from knowledge base according to thechanges in environment is proposed.An example fromdomain-littoral threats assessment is used todemonstrate this systems capability to constructsituation-specific Bayesian network decision modelsfrom the domain knowledge base dynamically.Thegenerated Bayesian network for situation assessmentcan be changed as the situation evolves.
Yanping Xiang Yifeng Zeng William Zhu Kim-Leng Poh
School of Computer Science & Engineering,Uni.of Electronic Sci.and Tech.of China Department of Computer Science,,Aalborg University,Denmark Department of Industrial & Systems Engineering,National Uni.of Singapore,Singapore
国际会议
厦门
英文
158-163
2008-11-17（万方平台首次上网日期，不代表论文的发表时间）