利用改进的二元决策图的因果图推理

摘要

As the accurate reasoning algorithm of causality diagram is NP hard, it’s worth proposing an efficient reasoning method. This paper improves the binary decision diagram and proposes a method that transforms causality diagram into binary decision diagram, avoiding the process of disjoint cut sets. It can effectively reduce the reasoning complexity.%因果图的经典推理算法是NP难的，因此需要寻找高效的推理算法。对二元决策图进行改进，并提出一种因果图向改进的二元决策图转换的方法。利用改进的二元决策图推理省略了割集不交化的过程，得到不交化割集，减小推理复杂度。