COMPLEXITY OF STOQUASTIC FRUSTRATION-FREE HAMILTONIANS

被引:89
|
作者
Bravyi, Sergey [1 ]
Terhal, Barbara [1 ]
机构
[1] IBM Corp, Thomas J Watson Res Ctr, Yorktown Hts, NY 10598 USA
关键词
adiabatic quantum computing; nonnegative matrices; randomized algorithms; Merlin-Arthur games; FUNCTION MONTE-CARLO; QUANTUM COMPUTATION;
D O I
10.1137/08072689X
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We study several problems related to properties of nonnegative matrices that arise at the boundary between quantum and classical probabilistic computation. Our results are twofold. First, we identify a large class of quantum Hamiltonians describing systems of qubits for which the adiabatic evolution can be efficiently simulated on a classical probabilistic computer. These are stoquastic local Hamiltonians with a "frustration-free" ground-state. A Hamiltonian belongs to this class iff it can be represented as H = Sigma(a) H-a where (1) every term H-a acts nontrivially on a constant number of qubits, (2) every term H-a has real nonpositive off-diagonal matrix elements in the standard basis, and (3) the ground-state of H is a ground-state of every term H-a. Second, we generalize the Cook-Levin theorem proving NP-completeness of the satisfiability problem to the complexity class MA (Merlin-Arthur games)-a probabilistic analogue of NP. Specifically, we construct a quantum version of the k-SAT problem which we call "stoquastic k-SAT" such that stoquastic k-SAT is contained in MA for any constant k, and any promise problem in MA is Karp-reducible to stoquastic 6-SAT. This result provides the first nontrivial example of a MA-complete promise problem.
引用
收藏
页码:1462 / 1485
页数:24
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