articleOct 1, 2007Closed access

Towards Sharp Inapproximability For Any 2-CSP

KTH Royal Institute of Technology

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Abstract

We continue the recent line of work on the connection between semidefinite programming-based approximation algorithms and the Unique Games Conjecture. Given any-boolean 2-CSP (or more generally, any nonnegative objective function on two boolean variables), we show how to reduce the search for a good inapproximability result to a certain numeric minimization problem. The key objects in our analysis are the vector triples arising when doing clause-by-clause analysis of algorithms based on semidefinite programming. Given a weighted set of such triples of a certain restricted type, which are "hard" to round in a certain sense, we obtain a Unique Games-based inapproximability matching this "hardness" of rounding…

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Topics & keywords

Keywords
  • Rounding
  • Combinatorics
  • Semidefinite programming
  • Conjecture
  • Mathematics
  • Hardness of approximation
  • Discrete mathematics
  • Set (abstract data type)
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