Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
Statistical Mechanics
2007-05-23 v1 Strongly Correlated Electrons
Computational Complexity
High Energy Physics - Lattice
Computational Physics
Abstract
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.
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Cite
@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}
}
Comments
4 pages