Approximating the partition function of planar two-state spin systems

Leslie Ann Goldberg; Mark Jerrum; Colin McQuillan

doi:10.1016/j.jcss.2014.06.007

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arXiv · 1208.4987

Approximating the partition function of planar two-state spin systems

Leslie Ann Goldberg·Mark Jerrum·Colin McQuillan

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Abstract

We consider the problem of approximating the partition function of the hard-core model on planar graphs of degree at most 4. We show that when the activity lambda is sufficiently large, there is no fully polynomial randomised approximation scheme for evaluating the partition function unless NP=RP. The result extends to a nearby region of the parameter space in a more general two-state spin system with three parameters. We also give a polynomial-time randomised approximation scheme for the logarithm of the partition function.

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Leslie Ann Goldberg, Mark Jerrum, Colin McQuillan. 2012-08-24. Approximating the partition function of planar two-state spin systems. https://doi.org/10.1016/j.jcss.2014.06.007

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