Random 3CNF formulas elude the Lovasz theta function
Computational Complexity
2007-05-23 v1 Data Structures and Algorithms
Logic in Computer Science
Abstract
Let be a 3CNF formula with n variables and m clauses. A simple nonconstructive argument shows that when m is sufficiently large compared to n, most 3CNF formulas are not satisfiable. It is an open question whether there is an efficient refutation algorithm that for most such formulas proves that they are not satisfiable. A possible approach to refute a formula is: first, translate it into a graph using a generic reduction from 3-SAT to max-IS, then bound the maximum independent set of using the Lovasz function. If the function returns a value , this is a certificate for the unsatisfiability of . We show that for random formulas with clauses, the above approach fails, i.e. the function is likely to return a value of m.
Cite
@article{arxiv.cs/0603084,
title = {Random 3CNF formulas elude the Lovasz theta function},
author = {Uriel Feige and Eran Ofek},
journal= {arXiv preprint arXiv:cs/0603084},
year = {2007}
}
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14 pages