Random k-SAT and the power of two choices

被引:2
作者
Perkins, Will [1 ]
机构
[1] Georgia Tech, Sch Math, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
satisfiability; random formulas; k-SAT; GIANT COMPONENT; ACHLIOPTAS PROCESSES; FORMULAS; THRESHOLDS; 2-SAT; GRAPH;
D O I
10.1002/rsa.20534
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We study an Achlioptas-process version of the random k-SAT process: a bounded number of k-clauses are drawn uniformly at random at each step, and exactly one added to the growing formula according to a particular rule. We prove the existence of a rule that shifts the satisfiability threshold. This extends a well-studied area of probabilistic combinatorics (Achlioptas processes) to random CSP's. In particular, while a rule to delay the 2-SAT threshold was known previously, this is the first proof of a rule to shift the threshold of k-SAT for k >= 3. We then propose a gap decision problem based upon this semi-random model. The aim of the problem is to investigate the hardness of the random k-SAT decision problem, as opposed to the problem of finding an assignment or certificate of unsatisfiability. Finally, we discuss connections to the study of Achlioptas random graph processes. (c) 2014 Wiley Periodicals, Inc. Random Struct. Alg., 47, 163-173, 2015
引用
收藏
页码:163 / 173
页数:11
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