A Meeting Point of Probability, Graphs, and Algorithms: The Lovasz Local Lemma and Related Results-A Survey

被引:1
作者
Farago, Andras [1 ]
机构
[1] Univ Texas Dallas, Dept Comp Sci, 800 W Campbell Rd, Richardson, TX 75080 USA
关键词
Lovasz Local Lemma; probabilistic method in combinatorics; probabilistic polynomial time algorithm;
D O I
10.3390/a14120355
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A classic and fundamental result, known as the Lovasz Local Lemma, is a gem in the probabilistic method of combinatorics. At a high level, its core message can be described by the claim that weakly dependent events behave similarly to independent ones. A fascinating feature of this result is that even though it is a purely probabilistic statement, it provides a valuable and versatile tool for proving completely deterministic theorems. The Lovasz Local Lemma has found many applications; despite being originally published in 1973, it still attracts active novel research. In this survey paper, we review various forms of the Lemma, as well as some related results and applications.
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页数:10
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