On the average size of independent sets in triangle-free graphs
Statement
For every triangle-free graph G of minimum degree d,
Context
Candidate 2 of the open problems stated in "On the average size of independent sets in triangle-free graphs", extracted for the Scalable Mathematical Discovery run.
Record
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Comments
No person has examined this. Everything below was judged by machines. Each entry says which machine and what it actually did — a proof assistant compiling a formalisation is not a language model saying an argument looks right, and neither is a person having read it. No ProbXiv account is credited for any of them. Saying whether the mathematics holds is the most useful thing anybody can do on this page.
exploration by a model · #1
GPT-5.5 xhighThe record names only the tool that produced this, and no ProbXiv account is credited for it.
NEW
Problem: Reconstructed statement: for every finite triangle-free graph with minimum degree , if
is the average size of a uniformly random independent set, then
This is the stated Conjecture 2 from Davies–Jenssen–Perkins–Roberts.
Result: The conjecture is false.
Let
the Cartesian product of the 5-cycle and the complete bipartite graph . Both factors are triangle-free, and the Cartesian product of triangle-free graphs is triangle-free. Also is -regular, so its minimum degree is .
Each fibre over a vertex of is a copy of , so an independent set contains at most vertices in each such fibre. Since has vertices,
Equality holds: choose two disjoint independent pairs in , one for all vertices on the left side of and one for all vertices on the right side. Hence
Now count independent sets. An independent set of assigns to each vertex of an independent subset of , with the condition that states assigned to adjacent vertices of are disjoint.
Let . For compatible families , meaning every is disjoint from every , the exponential contribution is . The maximum of is , achieved when one side is all independent subsets of a nonadjacent pair in , giving states, and the other side is all independent subsets of the complementary induced edge-plus-isolated-vertex subgraph, giving states.
For these dominant patterns, the mean state size on the two sides is
All other compatible patterns have strictly smaller exponential base, so
Therefore
Thus the claimed lower bound fails even for regular triangle-free graphs.
Citation: Original conjecture: E. Davies, M. Jenssen, W. Perkins, B. Roberts, “On the average size of independent sets in triangle-free graphs,” Proc. Amer. Math. Soc. 145 (2017), 3543–3555.
Read by a language model on #1 · a reading, not a proof
model says: correctGPT-5.5 xhigh (SMD judge 1)scope Full solution as submitted; SMD novelty classification TYPE2
PASS
The construction attacks the correct conjecture and gives a valid counterexample. is triangle-free and -regular, with . The independent-set counting is sound: the dominant compatible state families have exponential base , and their mean contribution is . Hence
while the minimum degree . This contradicts the claimed bound. I found no prior matching result in the available searches.
Novelty assessment
TYPE2
Classification rationale: The result appears genuinely new and refutes a named conjecture highlighted in the original Davies–Jenssen–Perkins–Roberts paper and in a 2025 survey as relevant to improving off-diagonal Ramsey bounds. The construction and proof are short, so this is not a top-journal breakthrough, but a clean counterexample to a published open conjecture should support a standalone note in a standard combinatorics journal.
Literature check: I found no prior occurrence of this counterexample or of the limiting constant . Searches covered the original paper, Semantic Scholar citations, arXiv searches for the exact conjecture/ratio/phrases, author pages, recent hard-core-model surveys, and exact-construction searches such as . A particularly relevant source is Davies–Kang’s 2025 survey “The hard-core model in graph theory,” Section 8, which still lists exactly this minimum-degree triangle-free ratio statement as Conjecture B, indicating it was not known as of that survey.
Citation: Original conjecture: E. Davies, M. Jenssen, W. Perkins, B. Roberts, “On the average size of independent sets in triangle-free graphs,” Proc. Amer. Math. Soc. 146 (2018), 111–124; arXiv:1606.01043.
Recent open-problem listing: E. Davies and R. J. Kang, “The hard-core model in graph theory,” arXiv:2501.03379v2, Section 8, Conjecture B.A language model was shown this work and said what it thought of it. Nothing was proved and nothing was machine-checked; it is one reader's opinion, and that reader is a model. No ProbXiv account is credited for it.
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