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Let $G_1$ and $G_2$ be two given graphs. The Ramsey number $R(G_1,G_2)$ is the least integer $r$ such that for every graph $G$ on $r$ vertices, either $G$ contains a $G_1$ or $\overline{G}$ contains a $G_2$. Parsons gave a recursive formula…

Combinatorics · Mathematics 2015-04-20 Binlong Li , Bo Ning

The Ramsey number is the minimum number of nodes, $n = R(s, t)$, such that all undirected simple graphs of order $n$, contain a clique of order $s$, or an independent set of order $t$. This paper explores the application of a best first…

Machine Learning · Computer Science 2023-08-24 Steve Vott , Adam M. Lehavi

We define and develop preliminary theoretical results for the $\Gamma$-switch Ramsey number, a variation on the classical $m$-colour Ramsey number for which we allow permuting the colours incident with a vertex using elements of a group…

Combinatorics · Mathematics 2026-04-21 Christopher Duffy , Benjamin Fok , Gary MacGillivray

In a recent breakthrough Campos, Griffiths, Morris and Sahasrabudhe obtained the first exponential improvement of the upper bound on the diagonal Ramsey numbers since 1935. We shorten their proof, replacing the underlying book algorithm…

Combinatorics · Mathematics 2024-07-30 Parth Gupta , Ndiame Ndiaye , Sergey Norin , Louis Wei

In this paper, we prove that for every $k$ and every graph $H$ with $m$ edges and no isolated vertices, the Ramsey number $R(C_k,H)$ is at most $2m+\lfloor \frac{k-1}{2} \rfloor$, provided $m$ is sufficiently large with respect to $k$. This…

Combinatorics · Mathematics 2026-01-16 Stijn Cambie , Andrea Freschi , Patryk Morawski , Kalina Petrova , Alexey Pokrovskiy

We initiate the study of Ramsey numbers of trails. Let $k \geq 2$ be a positive integer. The Ramsey number of trails with $k$ vertices is defined as the the smallest number $n$ such that for every graph $H$ with $n$ vertices, $H$ or the…

Discrete Mathematics · Computer Science 2022-09-14 Masatoshi Osumi

Recently, asymptotic values of 2-color Ramsey numbers for loose cycles and also loose paths were determined. Here we determine the 2-color Ramsey number of 3-uniform loose paths when one of the paths is significantly larger than the other:…

Combinatorics · Mathematics 2012-12-06 Leila Maherani , Gholamreza Omidi , Ghaffar Raeisi , Maryam Shahsiah

We describe here how the recent Wagner's approach for applying reinforcement learning to construct examples in graph theory can be used in the search for critical graphs for small Ramsey numbers. We illustrate this application by providing…

Combinatorics · Mathematics 2024-04-01 Mohammad Ghebleh , Salem Al-Yakoob , Ali Kanso , Dragan Stevanović

A book of size q is the union of q triangles sharing a common edge. We find the exact Ramsey number of books of size q versus books of size p when p<q/6-o(q).

Combinatorics · Mathematics 2007-05-23 Vladimir Nikiforov , Cecil Rousseau

For integers $k,r\geq 2$, the diagonal Ramsey number $R_r(k)$ is the minimum $N\in\mathbb{N}$ such that every $r$-coloring of the edges of a complete graph on $N$ vertices yields on a monochromatic subgraph on $k$ vertices. Here we make a…

Combinatorics · Mathematics 2022-02-23 Vishal Balaji , Powers Lamb , Andrew Lott , Dhruv Patel , Alex Rice , Sakshi Singh , Christine Rose Ward

For positive integers $n,r,s$ with $r > s$, the set-coloring Ramsey number $R(n;r,s)$ is the minimum $N$ such that if every edge of the complete graph $K_N$ receives a set of $s$ colors from a palette of $r$ colors, then there is a subset…

Combinatorics · Mathematics 2023-08-15 David Conlon , Jacob Fox , Huy Tuan Pham , Yufei Zhao

The Ramsey number r(H) of a graph H is the smallest number n such that, in any two-colouring of the edges of K_n, there is a monochromatic copy of H. We study the Ramsey number of graphs H with t vertices and density \r, proving that r(H)…

Combinatorics · Mathematics 2014-02-26 David Conlon

The two-colour Ramsey number $R(m,n)$ is the least natural number $p$ such that any graph of order $p$ must contain either a clique of size $m$ or an independent set of size $n$. We exhibit a method for computing upper bounds for $R(m,n)$…

Combinatorics · Mathematics 2018-04-03 Oliver Krüger

The Ramsey number $R(P_1,P_2,...,P_t;r)$ is a valve value such that as long as the cardinality $n$ of the $n$-set $V_n={1,...,n}$ is no less than $R$,however all the $\binom{n}{r}$ $r$-subsets of $V_n$ are distributed into $t$ boxes, $V_n$…

Combinatorics · Mathematics 2011-08-09 Kunjun Song

The Ramsey number $r_k(s,n)$ is the smallest integer $N$ such that every $N$-vertex $k$-graph contains either a copy of $K_s^{(k)}$ or an independent set of size $n$. A well-known conjecture of Erd\H{o}s and Hajnal states that for any fixed…

Combinatorics · Mathematics 2026-05-12 Chunchao Fan , Mingze Li , Qizhong Lin , Bo Ning

We study the generalized Ramsey numbers $f(Q_n, C_{k}, q)$, that is, the minimum number of colors needed to edge-color the hypercube $Q_n$ so that every copy of the cycle $C_{k}$ has at least $q$ colors. Our main result is that for any…

Combinatorics · Mathematics 2026-01-23 Emily Heath , Coy Schwieder , Shira Zerbib

Informally, a mathematical statement is robust if its strength is left unchanged under variations of the statement. In this paper, we investigate the lack of robustness of Ramsey's theorem and its consequence under the frameworks of reverse…

Logic · Mathematics 2016-02-09 Ludovic Patey

The 8 unknown values of the Ramsey numbers $R(C_4,K_{1,n})$ for $n \leq 37$ are determined, showing that $R(C_4,K_{1,27}) = 33$ and $R(C_4,K_{1,n}) = n + 7$ for $28 \leq n \leq 33$ or $n = 37$. Additionally, the following results are…

Combinatorics · Mathematics 2024-09-20 Luis Boza

In this paper, we determine the $r$-colour size Ramsey number of the path $P_k$, up to constants. In particular, for every fixed $r \geq 2$ and $k \geq 100\log r$, we have \[ \widehat{R}_r(P_k)=\Theta((r^2 \log r) \, k).\] Perhaps…

Combinatorics · Mathematics 2026-04-17 Csongor Beke , Anqi Li , Julian Sahasrabudhe

The weighted Ramsey number, ${\rm wR}(n,k)$, is the minimum $q$ such that there is an assignment of nonnegative real numbers (weights) to the edges of $K_n$ with the total sum of the weights equal to ${n\choose 2}$ and there is a Red/Blue…

Combinatorics · Mathematics 2016-05-23 Maria Axenovich , Ryan Martin
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