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The Complexity of the Optimal Variable Ordering Problems of a Shared Binary Decision Diagram
Seiichiro TANI Kiyoharu HAMAGUCHI Shuzo YAJIMA
IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/04/25
Print ISSN: 0916-8532
Type of Manuscript: PAPER
Category: Algorithm and Computational Complexity
ordered binary decision diagram, variable ordering, optimal linear arrangement, NP-complete, Boolean function,
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An ordered binary decision diagram (OBDD) is a directed acyclic graph for representing a Boolean function. OBDDs are widely used in various areas which require Boolean function manipulation, since they can represent efficiently many practical Boolean functions and have other desirable properties. However, there is very little theoretical research on the complexity of constructing an OBDD. In this paper, we prove that the optimal variable ordering problem of a shared BDD is NP-complete, and briefly discuss the approximation hardness of this problem and related OBDD problems.