Title
Geometrical organization of solutions to random linear Boolean equations
Abstract
The random XORSAT problem deals with large random linear systems of Boolean variables. The difficulty of such problems is controlled by the ratio of number of equations to number of variables. It is known that in some range of values of this parameter, the space of solutions breaks into many disconnected clusters. Here we study precisely the corresponding geometrical organization. In particular, the distribution of distances between these clusters is computed by the cavity method. This allows one to study the 'x-satisfiability' threshold, the critical density of equations where there exist two solutions at a given distance.
Year
DOI
Venue
2006
10.1088/1742-5468/2006/10/P10007
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
Keywords
DocType
Volume
cavity and replica method,message-passing algorithms,typical case computational complexity
Journal
abs/cond-m
Issue
ISSN
Citations 
10
1742-5468
7
PageRank 
References 
Authors
0.72
13
2
Name
Order
Citations
PageRank
Thierry Mora1247.98
Marc Mézard259039.09