How frequently is a system of 2-linear Boolean equations solvable?

preprint2010arXivOpen access

Abstract

We consider a random system of equations xi+xj=b(i,j)(mod 2)x_i+x_j=b_{(i,j)} (\text{mod }2), (xu∈{0,1}, b(u,v)=b(v,u)∈{0,1})(x_u\in \{0,1\},\, b_{(u,v)}=b_{(v,u)}\in\{0,1\}), with the pairs (i,j)(i,j) from EE, a symmetric subset of [n]×[n][n]\times [n]. EE is chosen uniformly at random among all such subsets of a given cardinality mm; alternatively (i,j)∈E(i,j)\in E with a given probability pp, independently of all other pairs. Also, given EE, $\pr\{b_{e}=0\}=\pr\{b_e=1\}$ for each e∈Ee\in E, independently of all other be′b_{e^\prime}. It is well known that, as mm passes through n/2n/2 (pp passes through 1/n1/n, resp.), the underlying random graph G(n,#edges=m)G(n,\#\text{edges}=m), ($G(n,\pr(\text{edge})=p)$, resp.) undergoes a rapid transition, from essentially a forest of many small trees to a graph with one large, multicyclic, component in a sea of small tree components. We should expect then that the solvability probability decreases precipitously in the vicinity of m∼n/2m\sim n/2 (p∼1/np\sim 1/n), and indeed this probability is of order (1−2m/n)1/4(1-2m/n)^{1/4}, for m<n/2m<n/2 ((1−pn)1/4(1-pn)^{1/4}, for p<1/np<1/n, resp.). We show that in a near-critical phase $m=(n/2)(1+\la n^{-1/3})$ ($p=(1+\la n^{-1/3})/n$, resp.), $\la=o(n^{1/12})$, the system is solvable with probability asymptotic to $c(\la)n^{-1/12}$, for some explicit function $c(\la)>0$. Mike Molloy noticed that the Boolean system with be≡1b_e\equiv 1 is solvable iff the underlying graph is 22-colorable, and asked whether this connection might be used to determine an order of probability of 22-colorability in the near-critical case. We answer Mike's question affirmatively and show that probability of 22-colorability is ≲2−1/4e1/8c(λ)n−1/12\lesssim 2^{-1/4}e^{1/8}c(λ)n^{-1/12}, and asymptotic to $2^{-1/4}e^{1/8}c(\la)n^{-1/12}$ at a critical phase $\la=O(1)$, and for $\la\to -\infty$. (Submitted to Electronic Journal of Combinatorics on September 7, 2009.)

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