Mossel–Weitz–Wormald hardness conjecture for the hardcore model

Let d4d\geq 4, let λc(d)\lambda_c(d) denote the critical fugacity for the hardcore model on the dd-regular tree, and let λ\lambda satisfy λc(d)<λ\lambda_c(d)<\lambda. A fully polynomial approximation scheme (FPTAS) is an algorithm that approximates a partition function to arbitrary relative accuracy in time polynomial in the input size and the inverse accuracy.

Mossel–Weitz–Wormald conjecture. Unless NP=RP\mathrm{NP}=\mathrm{RP}, there does not exist a fully polynomial approximation scheme for the partition function of the hardcore model with fugacity λ\lambda on graphs of maximum degree at most dd.

The conjecture links the uniqueness threshold and computational hardness for approximate counting in the hardcore model. It was proposed in the context of exponential mixing-time lower bounds above the threshold; its resolution is not specified in the source.

Sources & referencesView supporting material

Primary source

Allan Sly, “Computational Transition at the Uniqueness Threshold”, arXiv:1005.5584 (2010).

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