Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
统计力学
2007-05-23 v1 强关联电子
计算复杂性
高能物理 - 格点
计算物理
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 NP-hard, implying that a generic solution of the sign problem would also solve all problems in the complexity class NP (nondeterministic polynomial) in polynomial time.
关键词
引用
@article{arxiv.cond-mat/0408370,
title = {Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations},
author = {Matthias Troyer and Uwe-Jens Wiese},
journal= {arXiv preprint arXiv:cond-mat/0408370},
year = {2007}
}
备注
4 pages