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Testing linear inequalities of subgraph statistics
Random Structures and Algorithms ( IF 1 ) Pub Date : 2020-12-02 , DOI: 10.1002/rsa.20983
Lior Gishboliner 1 , Asaf Shapira 1 , Henrique Stagni 2
Affiliation  

Property testers are fast randomized algorithms whose task is to distinguish between inputs satisfying some predetermined property urn:x-wiley:rsa:media:rsa20983:rsa20983-math-0001 and those that are far from satisfying it. A landmark result of Alon et al. states that for any finite family of graphs urn:x-wiley:rsa:media:rsa20983:rsa20983-math-0002, the property of being induced urn:x-wiley:rsa:media:rsa20983:rsa20983-math-0003‐free (i.e., not containing an induced copy of any urn:x-wiley:rsa:media:rsa20983:rsa20983-math-0004) is testable. Goldreich and Shinkar conjectured that one can extend this by showing that for any linear inequality involving the densities of the graphs urn:x-wiley:rsa:media:rsa20983:rsa20983-math-0005 in the input graph, the property of satisfying this inequality is testable. Our main result in this paper disproves this conjecture. The proof deviates significantly from prior nontestability results in this area. The main idea is to use a linear inequality relating induced subgraph densities in order to encode the property of being a quasirandom graph.

中文翻译:

测试子图统计量的线性不等式

属性测试器是快速随机算法,其任务是区分满足某些预定属性的输入和不满足预定属性的输入骨灰盒:x-wiley:rsa:media:rsa20983:rsa20983-math-0001。Alon等人的里程碑式的成果。指出对于任何有限的图族骨灰盒:x-wiley:rsa:media:rsa20983:rsa20983-math-0002,无诱导的属性骨灰盒:x-wiley:rsa:media:rsa20983:rsa20983-math-0003(即,不包含任何的诱导副本骨灰盒:x-wiley:rsa:media:rsa20983:rsa20983-math-0004)是可测试的。Goldreich和Shinkar猜想可以通过证明对于涉及图的密度的任何线性不等式可以扩展这一点骨灰盒:x-wiley:rsa:media:rsa20983:rsa20983-math-0005在输入图中,满足该不等式的性质是可测试的。本文的主要结果证明了这一猜想。该证明与该领域以前的不可测性结果有很大的出入。主要思想是使用与诱导子图密度相关的线性不等式,以编码为拟随机图的性质。
更新日期:2020-12-02
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