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The Binomial Random Graph is a Bad Inducer

Journal articles  - Academic article
Jain, V; Michelen, M; Wei, F
Published in: Random Structures & Algorithms
2026

ABSTRACT For a finite graph $$ F $$ and a value $$ p\in \left[0,1\right] $$, let $$ I\left(F,p\right) $$ denote the largest $$ y $$ for which there is a sequence of graphs of edge density approaching $$ p $$ so that the induced $$ F $$-density of the sequence approaches $$ y $$. We show that for all $$ F $$ on at least three vertices and all $$ p\in \left(0,1\right) $$, the binomial random graph $$ G\left(n,p\right) $$ has induced $$ F $$-density strictly less than $$ I\left(F,p\right). $$ This provides a negative answer to a problem posed by Liu et al. (2023). Our approach is in the limiting setting of graphons, and we in fact show a stronger result: the binomial random graph is never a local maximum in the space of graphons of edge density $$ p $$. This is done by finding a sequence of balanced perturbations of arbitrarily small norm that increase the $$ F $$-density.

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Published In

Random Structures & Algorithms

DOI

Publication Date

2026

Volume

68

Start / End Page

e70067 / e70067

Related Subject Headings

  • Computation Theory & Mathematics
  • 4904 Pure mathematics
  • 4901 Applied mathematics
  • 4613 Theory of computation
 

Citation

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Jain, V., Michelen, M., & Wei, F. (2026). The Binomial Random Graph is a Bad Inducer. Random Structures & Algorithms, 68, e70067–e70067. https://doi.org/10.1002/rsa.70067
Jain, Vishesh, Marcus Michelen, and Fan Wei. “The Binomial Random Graph is a Bad Inducer.” Random Structures & Algorithms 68 (2026): e70067–e70067. https://doi.org/10.1002/rsa.70067.
Jain V, Michelen M, Wei F. The Binomial Random Graph is a Bad Inducer. Random Structures & Algorithms. 2026;68:e70067–e70067.
Jain, Vishesh, et al. “The Binomial Random Graph is a Bad Inducer.” Random Structures & Algorithms, vol. 68, 2026, pp. e70067–e70067. Manual, doi:10.1002/rsa.70067.
Jain V, Michelen M, Wei F. The Binomial Random Graph is a Bad Inducer. Random Structures & Algorithms. 2026;68:e70067–e70067.

Published In

Random Structures & Algorithms

DOI

Publication Date

2026

Volume

68

Start / End Page

e70067 / e70067

Related Subject Headings

  • Computation Theory & Mathematics
  • 4904 Pure mathematics
  • 4901 Applied mathematics
  • 4613 Theory of computation