Computational complexity and fundamental limitations to fermionic quantum monte carlo simulations

被引:871
作者
Troyer, M [1 ]
Wiese, UJ
机构
[1] ETH, CH-8093 Zurich, Switzerland
[2] Univ Bern, Inst Theoret Phys, CH-3012 Bern, Switzerland
关键词
D O I
10.1103/PhysRevLett.94.170201
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Quantum Monte Carlo simulations, while being efficient for bosons, suffer from the "negative sign problem" when applied to fermions-causing an exponential increase of the computing time with the number of particles. A polynomial time solution to the sign problem is highly desired since it would provide an unbiased and numerically exact method to simulate correlated quantum systems. Here we show that such a solution is almost certainly unattainable by proving that the sign problem is nondeterministic polynomial (NP) hard, implying that a generic solution of the sign problem would also solve all problems in the complexity class NP in polynomial time.
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页数:4
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