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Quantum Physics

Title: Phase transitions and random quantum satisfiability

Abstract: Alongside the effort underway to build quantum computers, it is important to better understand which classes of problems they will find easy and which others even they will find intractable. We study random ensembles of the QMA$_1$-complete quantum satisfiability (QSAT) problem introduced by Bravyi. QSAT appropriately generalizes the NP-complete classical satisfiability (SAT) problem. We show that, as the density of clauses/projectors is varied, the ensembles exhibit quantum phase transitions between phases that are satisfiable and unsatisfiable. Remarkably, almost all instances of QSAT for any hypergraph exhibit the same dimension of the satisfying manifold. This establishes the QSAT decision problem as equivalent to a, potentially new, graph theoretic problem and that the hardest typical instances are likely to be localized in a bounded range of clause density.
Comments: 9 pages, 3 figures
Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Computational Complexity (cs.CC)
Journal reference: Quant. Inf. and Comp. (2010) vol. 10 (1) 1 pp. 0001-0015
Cite as: arXiv:0903.1904 [quant-ph]
  (or arXiv:0903.1904v1 [quant-ph] for this version)

Submission history

From: Christopher Laumann [view email]
[v1] Wed, 11 Mar 2009 04:16:16 GMT (36kb,D)