On the edit distance function of the random graph

被引:1
|
作者
Martin, Ryan R. [1 ]
Riasanovsky, Alex W. N. [1 ]
机构
[1] Iowa State Univ, Dept Math, Ames, IA 50011 USA
来源
COMBINATORICS PROBABILITY & COMPUTING | 2022年 / 31卷 / 02期
关键词
edit distance; speed function; coloured regularity graphs; random graphs;
D O I
10.1017/S0963548321000353
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Given a hereditary property of graphs H and a p is an element of [0, 1], the edit distance function ed(H)(p) is asymptotically the maximum proportion of edge additions plus edge deletions applied to a graph of edge density p sufficient to ensure that the resulting graph satisfies H. The edit distance function is directly related to other well-studied quantities such as the speed function for H and the H-chromatic number of a random graph. Let H be the property of forbidding an Erdos-Renyi random graph F similar to G(n(0), P-0), and let phi represent the golden ratio. In this paper, we show that if p(0) is an element of [1 - 1/phi, 1/phi], then a.a.s. as n(0) -> infinity. ed(H)(p) = (1 + o(1)) 2 log n(0)/n(0).min {p/-log(1-P-0), 1-p/-log p(0)}. Moreover, this holds for p is an element of [1/3, 2/3] for any P-0 is an element of (0, 1). A primary tool in the proof is the categorization of p-core coloured regularity graphs in the range p is an element of [1 - 1/phi, 1/phi]. Such coloured regularity graphs must have the property that the non-grey edges form vertex-disjoint cliques.
引用
收藏
页码:345 / 367
页数:23
相关论文
共 50 条
  • [1] Graph Edit Distance or Graph Edit Pseudo-Distance?
    Serratosa, Francesc
    Cortes, Xavier
    Moreno, Carlos-Francisco
    STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, S+SSPR 2016, 2016, 10029 : 530 - 540
  • [2] String edit distance, random walks and graph matching
    Robles-Kelly, A
    Hancock, ER
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2004, 18 (03) : 315 - 327
  • [3] A random walk kernel derived from graph edit distance
    Neuhaus, Michel
    Bunke, Horst
    STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS, 2006, 4109 : 191 - 199
  • [4] A survey of graph edit distance
    Xinbo Gao
    Bing Xiao
    Dacheng Tao
    Xuelong Li
    Pattern Analysis and Applications, 2010, 13 : 113 - 129
  • [5] Greedy Graph Edit Distance
    Riesen, Kaspar
    Ferrer, Miquel
    Dornberger, Rolf
    Bunke, Horst
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, MLDM 2015, 2015, 9166 : 3 - 16
  • [6] Bayesian graph edit distance
    Myers, R
    Wilson, RC
    Hancock, ER
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (06) : 628 - 635
  • [7] A survey of graph edit distance
    Gao, Xinbo
    Xiao, Bing
    Tao, Dacheng
    Li, Xuelong
    PATTERN ANALYSIS AND APPLICATIONS, 2010, 13 (01) : 113 - 129
  • [8] Redefining the Graph Edit Distance
    Serratosa F.
    SN Computer Science, 2021, 2 (6)
  • [9] Graph Edit Distance in the Exact Context
    Darwiche, Mostafa
    Raveaux, Romain
    Conte, Donatello
    T'Kindt, Vincent
    STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, S+SSPR 2018, 2018, 11004 : 304 - 314
  • [10] On the exact computation of the graph edit distance
    Blumenthal, David B.
    Gamper, Johann
    PATTERN RECOGNITION LETTERS, 2020, 134 : 46 - 57