vix.ing · top · new · best · stats · spec

A statistical mechanics approach to the factorization problem

2011/02/07 by P. Henelius, Henelius, P., S. Girvin +1
Physics and Astronomy · #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #cond-mat.stat-mech

paper · pdf · doi:10.48550/arxiv.1102.1296

10 pages, 10 figures

arxiv created 2011/02/07 · arxiv updated 2011/02/08

Abstract

We map the problem of finding the prime factors of an integer to the statistical physics problem of finding the ground state of a long-range Ising-like model. As in the strongly disordered Newman-Stein (NS) spin-glass model, the bond distribution is exponentially wide and grows with system size, but unlike the NS model we find that it is not wide enough for a greedy algorithm to be applicable. On the other hand, we also find that the frustration and exponential width of the bond distribution renders classical and quantum annealing and tempering methods no faster than a random search for this challenging model.

Related