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Sample Method for Minimization of OBDDs

Identifieur interne : 000E85 ( Istex/Curation ); précédent : 000E84; suivant : 000E86

Sample Method for Minimization of OBDDs

Auteurs : Anna Slobodova [États-Unis, Slovaquie] ; Christoph Meinel [Allemagne]

Source :

RBID : ISTEX:44B0942DEB039718FDCA9D4A16B46A1CA0BB36F8

Abstract

Abstract: The exact minimization of the size of Ordered Binary Decision Diagrams (OBDD) is known to be an NP-complete problem. The available heuristical solutions of the problem still do not satisfy requirements of the practical applications. Development of the efficient algorithms that find acceptable variable orders within a short time and with a modest memory overhead is hence higly desired. In this paper we contribute to the solution of the minimization problem by a new variable reordering heuristic that is based on sampling. A small OBDD sample is chosen from the OBDDs that are considered for minimization. Solving the problem for this small sample, we obtain a variable order that is extrapolated and applied to the entire OBDDs. We present the first experimental results with the Sample Reordering targeted at combinatorial verification. The suggested heuristic is substantially faster than Sifting.

Url:
DOI: 10.1007/3-540-49477-4_34

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ISTEX:44B0942DEB039718FDCA9D4A16B46A1CA0BB36F8

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