基于多值关联规则的编队作战案例调整方法研究

Research into The Adjustment Method of Formation Combat Case Based on Multivalued Association Rule

针对编队作战案例中态势属性复杂、数据类型丰富的特点,提出基于多值关联规则的案例调整方法。首先,采用多值关联规则挖掘作战案例中的潜在知识,建立相应的关联规则库。然后,用该关联规则去调整案例,当关联规则存在冲突时,根据编队作战特点制定了相应的解决方法,保证了案例调整的可靠性。最后,通过仿真实验,证明该方法对于既有数值属性又有分类属性的案例调整是有效的。

In view of the characteristics of complex situation attributes and rich data types in formation combat cases,this paper proposes a case adjustment method based on mutivalued association rule.Firstly,multivalued association rules are used to mine the potential knowledge of combat cases,and the corresponding association rule base is established.Then,the association rules are used to adjust the cases.When there is a conflict between association rules,the corresponding solutions are formulated according to the characteristics of formation operation to ensure the reliability of case adjustment.Finally,the simulation results show that the method is effective for case adjustment with both numerical attribute and classification attribute.