ETAPS 2019
Sat 6 - Thu 11 April 2019 Prague, Czech Republic
Wed 10 Apr 2019 16:30 - 17:00 at SUN I - Symbolic Verification Chair(s): Holger Hermanns

Finding good variable orders for decision diagrams is essential for their effective use. We consider Multiway Decision Diagrams (MDDs) encoding a set of fixed-size vectors satisfying a set of linear invariants. Two critical applications of this problem are encoding the state space of a discrete-event discrete state system (DEDS) and encoding all solutions to a set of integer constraints. After studying the relations between the MDD structure and the constraints imposed by the linear invariants, we define iRank, a new variable order metric that exploits the knowledge embedded in these invariants. We evaluate iRank against other previously proposed metrics on a benchmark of 40 different DEDS and show that it is a better predictor of the MDD size and it is better at driving heuristics for the generation of good variable orders.

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