Strong spatial mixing of list coloring of graphs

被引:16
作者
Gamarnik, David [1 ,2 ]
Katz, Dmitriy [3 ]
Misra, Sidhant [4 ]
机构
[1] MIT, Operat Res Ctr, Cambridge, MA 02139 USA
[2] MIT, Sloan Sch Management, Cambridge, MA 02139 USA
[3] IBM Corp, TJ Watson Res Ctr, Yorktown Hts, NY 10598 USA
[4] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
关键词
correlation decay; graph coloring;
D O I
10.1002/rsa.20518
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The property of spatial mixing and strong spatial mixing in spin systems has been of interest because of its implications on uniqueness of Gibbs measures on infinite graphs and efficient approximation of counting problems that are otherwise known to be #P hard. In the context of coloring, strong spatial mixing has been established for Kelly trees in (Ge and Stefankovic, arXiv:1102.2886v3 (2011)) when q*+1where q the number of colors, is the degree and *=1.763.. is the unique solution to xe-1/x=1. It has also been established in (Goldberg et al., SICOMP 35 (2005) 486-517) for bounded degree lattice graphs whenever q*-for some constant , where is the maximum vertex degree of the graph. We establish strong spatial mixing for a more general problem, namely list coloring, for arbitrary bounded degree triangle-free graphs. Our results hold for any >*whenever the size of the list of each vertex v is at least (v)+where (v)is the degree of vertex v and is a constant that only depends on . The result is obtained by proving the decay of correlations of marginal probabilities associated with graph nodes measured using a suitably chosen error function. (c) 2013 Wiley Periodicals, Inc. Random Struct. Alg., 46,599-613, 2015
引用
收藏
页码:599 / 613
页数:15
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