Thursday, July 19, 2012

1111.0837 (Samuel Fiorini et al.)

Linear vs. Semidefinite Extended Formulations: Exponential Separation
and Strong Lower Bounds
   [PDF]

Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
We solve a 20-year old problem posed by Yannakakis and prove that there exists no polynomial-size linear program (LP) whose associated polytope projects to the traveling salesman polytope, even if the LP is not required to be symmetric. Moreover, we prove that this holds also for the cut polytope and the stable set polytope. These results were discovered through a new connection that we make between one-way quantum communication protocols and semidefinite programming reformulations of LPs.
View original: http://arxiv.org/abs/1111.0837

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