The Complexity of Boolean Formula Minimization

  • Authors:
  • David Buchfuhrer;Christopher Umans

  • Affiliations:
  • Computer Science Department, California Institute of Technology, Pasadena, CA 91125;Computer Science Department, California Institute of Technology, Pasadena, CA 91125

  • Venue:
  • ICALP '08 Proceedings of the 35th international colloquium on Automata, Languages and Programming, Part I
  • Year:
  • 2008

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Abstract

The Minimum Equivalent Expression problem is a natural optimization problem in the second level of the Polynomial-Time Hierarchy. It has long been conjectured to be $\Sigma_2^P$-complete and indeed appears as an open problem in Garey and Johnson [GJ79]. The depth-2 variant was only shown to be $\Sigma_2^P$-complete in 1998 [Uma98], and even resolving the complexity of the depth-3 version has been mentioned as a challenging open problem. We prove that the depth-k version is $\Sigma_2^P$-complete under Turing reductions for all k 驴 3. We also settle the complexity of the original, unbounded depth Minimum Equivalent Expression problem, by showing that it too is $\Sigma_2^P$-complete under Turing reductions.