The analysis of a list-coloring algorithm on a random graph

被引:38
作者
Achlioptas, D [1 ]
Molloy, M [1 ]
机构
[1] Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3G4, Canada
来源
38TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE, PROCEEDINGS | 1997年
关键词
D O I
10.1109/SFCS.1997.646109
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We introduce a natural k-coloring algorithm and analyze its performance on random graphs with constant expected degree c (G(n,p=c/n)) for k = 3 our results imply that almost all graphs with n vertices and 1.923 n edges are S-colorable. This improves the lower bound on the threshold for random 3-colorability significantly and settles the last case of a long-standing open question of Bollobas [5]. We also provide a tight asymptotic analysis of the algorithm. We show that for all k greater than or equal to 3, if c less than or equal to k ln k - 3/2k then the algorithm almost surely succeeds, while for any epsilon > 0, and k sufficiently large, if c greater than or equal to (1 + epsilon)k In if then the algorithm almost surely fails. The analysis is based on the use of differential equations to approximate the mean path of certain Markov chains.
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页码:204 / 212
页数:9
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