Approximating the partition function of planar two-state spin systems

Journal of Computer and System Sciences(2015)

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摘要
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 λ 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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关键词
Counting complexity,Independent sets,Hard-core model,Planar graphs,Phase transition
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