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Research Group Algorithmics and Computational ComplexityTalk 12.02.2015

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Fixed-Parameter Tractability with SAT Oracles

M.Sc. Ronald de Haan (TU Wien)

Modern SAT solvers have an enormous importance and impact in many practical settings. They are used as efficient back-end to solve many NP-complete problems. However, many computational problems are located at the second level of the Polynomial Hierarchy (PH) or even higher, and hence for these problems polynomial-time transformations to SAT are not possible, unless the hierarchy collapses. Using parameterized complexity, one can in certain cases reduce such problems to SAT with fixed-parameter tractable (fpt) reductions, and therefore efficiently employ SAT solvers to solve problems higher in the PH.

We discuss how this novel tractability notion of fpt-reducibility to SAT can be useful to solve problems that are "beyond NP". We give examples of tractability results for various variants of this notion. Additionally, we present a hardness framework that can be used to give evidence against the existence of fpt-reductions to SAT. Finally, we discuss some examples of problems related to judgment aggregation in the field of computational social choice, whose complexity could be revisited using the new perspective on tractability.

Date
Speaker
Location
Language
12.02.2015
16:15
Ronald de Haan
TEL 512
english

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