Exact Phase Transitions of Model RB with Slower-Growing Domains

November 05, 2020 ยท The Ethereal ยท ๐Ÿ› arXiv.org

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Jun Liu, Ke Xu, Guangyan Zhou arXiv ID 2011.02700 Category math.CO: Combinatorics Cross-listed cs.AI, math.PR Citations 0 Venue arXiv.org Last Checked 3 months ago
Abstract
The second moment method has always been an effective tool to lower bound the satisfiability threshold of many random constraint satisfaction problems. However, the calculation is usually hard to carry out and as a result, only some loose results can be obtained. In this paper, based on a delicate analysis which fully exploit the power of the second moment method, we prove that random RB instances can exhibit exact phase transition under more relaxed conditions, especially slower-growing domain size. These results are the best by using the second moment method, and new tools should be introduced for any better results.
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