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Lazy Decision Diagrams for Word-Level Model Manipulation in Software Verification

机译:软件验证中的单词级模型操作的惰性决策图

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Word-level predicates involve high-level descriptions of integer variables and can be complex to represent and manipulate with traditional decision diagrams like BDDs (binary decision diagrams) and MDDs (multiple-valued decision diagrams). We propose a new type of decision diagram nodes, called LD-nodes (lazy decision nodes), for word-level inequalities that allow for lazy evaluation. Such nodes can be incorporated in BDDs, MDDs, and CRDs (clock-restriction diagrams). We present algorithms for operations on diagrams with LDD nodes. We then report our experiment of our technology with several benchmarks. A library implementing the approach is available at Source Forge web page for project REDLIB.
机译:字级谓词涉及整数变量的高级描述,并且可以复杂,以表示和操纵与BDD(二进制决定图)和MDD(多价决策图)相同的传统决策图。我们提出了一种新型的决策图节点,称为LD-Nodes(Lazy决策节点),用于允许延迟评估的字级不等式。这些节点可以包含在BDD,MDD和CRD(时钟限制图中)。我们在LDD节点上提供用于图表的操作算法。然后,我们用几个基准报告我们的技术实验。实现该方法的库可在Project Redlib的源Forge网页上获得。

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