The Relative Exponential Time Complexity of Approximate Counting Satisfying Assignments

The Relative Exponential Time Complexity of Approximate Counting Satisfying Assignments

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Article ID: iaor20162568
Volume: 75
Issue: 2
Start Page Number: 339
End Page Number: 362
Publication Date: Jun 2016
Journal: Algorithmica
Authors:
Keywords: combinatorial optimization
Abstract:

We study the exponential time complexity of approximate counting satisfying assignments of CNFs. We reduce the problem to deciding satisfiability of a CNF. Our reduction preserves the number of variables of the input formula and thus also preserves the exponential complexity of approximate counting. Our algorithm is also similar to an algorithm which works particularly well in practice and for which no approximation guarantee is known.

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