Random 2 XORSAT Phase Transition

Random 2 XORSAT Phase Transition

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Article ID: iaor20111262
Volume: 59
Issue: 1
Start Page Number: 48
End Page Number: 65
Publication Date: Jan 2011
Journal: Algorithmica
Authors: ,
Abstract:

We consider the 2‐XOR satisfiability problem, in which each instance is a formula that is a conjunction of Boolean equations of the form x y=0 or x y=1. Formula of size m on n Boolean variables are chosen uniformly at random from among all n ( n 1 ) choose m equ1 possible choices. When c <1/2 and as n tends to infinity, the probability p(n,m=cn) that a random 2‐XOR formula is satisfiable, tends to the threshold function exp(c/2)·(1-2c)1/4. This gives the asymptotic behavior of random 2‐XOR formula in the SAT/UNSAT subcritical phase transition. In this paper, we first prove that the error term in this subcritical region is O(n -1). Then, in the critical region c=1/2, we prove that p(n,n/2)=Θ(n -1/12). Our study relies on the symbolic method and analytical tools coming from generating function theory which also enable us to describe the evolution of n 1 / 12 p ( n , n 2 ( 1 + μ n 1 / 3 ) ) equ2 as a function of μ. Thus, we propose a complete picture of the finite size scaling associated to the subcritical and critical regions of 2‐XORSAT transition.

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