Optimizing glassy p-spin models Academic Article uri icon

abstract

  • Computing the ground state of Ising spin-glass models with p-spin interactions is, in general, an NP-hard problem. In this work we show that unlike in the case of the standard Ising spin glass with two-spin interactions, computing ground states with p=3 is an NP-hard problem even in two space dimensions. Furthermore, we present generic exact and heuristic algorithms for finding ground states of p-spin models with high confidence for systems of up to several thousand spins.

altmetric score

  • 0.5

author list (cited authors)

  • Thomas, C. K., & Katzgraber, H. G.

citation count

  • 7

publication date

  • April 2011