gpt pro 5.2 attempt on Math-5457
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Contents
Problem 142: asymptotics of $r_k(N)$ (maximum size of a $k$--AP--free set)
1) FORMAL RESTATEMENT
Fix an integer $k\ge 3$. For $N\in\mathbb{N}$ define \[ r_k(N) := \max\left\{ |A| : A\subseteq [N]=\{1,2,\dots,N\}\ \text{and $A$ contains no $k$--term arithmetic progression}\right\}. \] Here "contains a $k$--term arithmetic progression" means: there exist $a\in\mathbb{Z}$ and $d\in\mathbb{Z}_{>0}$ such that \[ a,a+d,\dots,a+(k-1)d \in A. \]
The problem asks for an asymptotic formula for $r_k(N)$ as $N\to\infty$, i.e. an explicit function $f_k(N)$ with $r_k(N) \sim f_k(N)$.
2) QUICK LITERATURE / CONTEXT CHECK
- (Qualitative) Szemerédi's theorem implies $r_k(N)=o(N)$ for every fixed $k\ge 3$.
- (Upper bounds) For $k=3$, Kelley--Meka proved a quasipolynomial density upper bound, and Bloom--Sisask improved it to \[ r_3(N) \le \exp\left(-c(\log N)^{1/9}\right)\,N \quad \text{for some }c>0.\] See [KelleyMeka2023,BloomSisask2023]. For $k=4$, Green--Tao proved a polylogarithmic bound \[ r_4(N) \ll N(\log N)^{-c}\] for some $c>0$ ([GreenTao2017r4]). For $k\ge 5$, Leng--Sah--Sawhney proved \[ r_k(N) \ll N\exp\left(-(\log\log N)^{c_k}\right)\] for some $c_k>0$ ([LSS2024]).
- (Lower bounds) Behrend $1946$ constructed large $3$--AP--free sets; Rankin generalized to $k$--AP--free sets, and later work refined constants and lower order factors. A convenient consolidated reference is O'Bryant's survey/paper [OBryant2011]. More recently, Elsholtz--Hunter--Proske--Sauermann obtained the first quasipolynomial improvement over Behrend beyond lower-order factors ([EHPS2024]).
- Enormous gaps remain between known upper and lower bounds, even for $k=3$; thus a full asymptotic formula is currently out of reach.
3) ATTACK PLAN
An asymptotic formula would require matching upper and lower bounds up to a $(1+o(1))$ factor. Even determining the correct scale (e.g. $N\exp(-\Theta((\log N)^\alpha))$ with the right exponent $\alpha$) is open for $k=3$.
Concrete partial goals one might try:
- For fixed $k$, tighten quantitative Szemerédi bounds to a form comparable to the best constructions.
- Improve constructions (lower bounds) to approach the best upper bounds.
- Identify a candidate "main term" (possibly of the form $N\,\exp(-\Theta((\log N)^{\alpha_k}))$) and prove upper and lower bounds of that order.
In the "work" below I give a fully proved elementary (but weak) lower bound via the probabilistic method and deletion, and I include small-$N$ sanity checks for $k=3$.
4) WORK
4.1 Elementary probabilistic lower bound (fully proved)
Let $X$ be the number of $k$--term arithmetic progressions contained in $A$. Let $T$ be the number of $k$--term arithmetic progressions in $[N]$. Each fixed progression lies in $A$ with probability $p^k$, hence $\mathbb{E}X = T p^k$.
A crude bound $T\le N^2$ holds (indeed $T\le N^2/(2(k-1))$, but we only need $N^2$). Thus \[ \mathbb{E}X \le N^2 p^k = N^2\cdot p\cdot p^{k-1}. \] By the choice of $p$, we have $p^{k-1} = 2^{-(k-1)} N^{-1}$, hence \[ \mathbb{E}X \le N^2\cdot p\cdot 2^{-(k-1)}N^{-1} = 2^{-(k-1)}\,pN. \] In particular, $\mathbb{E}X \le \tfrac14\,pN$ since $k\ge 3$ implies $2^{-(k-1)}\le 1/4$.
Consider instead the random variable $Y:=|A|-X$. By linearity of expectation, \[ \mathbb{E}Y = \mathbb{E}|A| - \mathbb{E}X \ge pN - \tfrac14 pN = \tfrac34\,pN. \] Hence there exists at least one realization of $A$ for which $|A|-X \ge \tfrac34 pN$. Starting from such an $A$, repeatedly delete one element from any $k$--term progression currently present. Each deletion destroys at least one progression, so after at most $X$ deletions we obtain a $k$--AP--free set $B\subseteq A$ with \[ |B| \ge |A|-X \ge \tfrac34\,pN. \]
Finally, \[ \tfrac34 pN = \tfrac34\cdot \tfrac12\,N^{-1/(k-1)}\cdot N = \tfrac{3}{8} N^{(k-2)/(k-1)}. \] This proves the claim with $c_k=3/8$. ∎
4.2 Tiny-case sanity check for $k=3$
For $k=3$ and small $N$ one can compute $r_3(N)$ exactly by brute force. For $1\le N\le 20$ the values are: \[ \begin{array}{c|cccccccccc} N & 1&2&3&4&5&6&7&8&9&10\\\hline r_3(N) & 1&2&2&3&4&4&4&4&5&5 \end{array} \qquad \begin{array}{c|cccccccccc} N & 11&12&13&14&15&16&17&18&19&20\\\hline r_3(N) & 6&6&6&7&8&8&8&8&8&8 \end{array} \] (Computed by exhaustive search over all subsets of $[N]$; included only as a reality check.)
5) VERIFICATION / EDGE CASES
- The counting bound $T\le N^2$ for the number of $k$--APs in $[N]$ is valid (indeed $T\le \sum_{d\le (N-1)/(k-1)} (N-(k-1)d)\le N\cdot (N-1)/(k-1)\le N^2$).
- Proposition Proposition (A simple general lower bound) is uniform in $N$ and does not require $N$ large.
- The deletion step is standard: removing one element from each existing $k$--AP eliminates all progressions.
6) FINAL
UNRESOLVED
- Farthest point reached. I proved an elementary lower bound $r_k(N)\ge c_k N^{(k-2)/(k-1)}$ (Proposition Proposition (A simple general lower bound)) and recorded small-$N$ values for $r_3(N)$. I also summarized state-of-the-art upper bounds (Kelley--Meka; Bloom--Sisask; Green--Tao; Leng--Sah--Sawhney).
- Best partial lemma. Proposition Proposition (A simple general lower bound): a fully self-contained probabilistic construction giving a polynomial-size $k$--AP-free subset.
- Smallest missing step. An asymptotic formula would require matching upper and lower bounds. Even for $k=3$ the gap between the best known lower bounds (Behrend-type, now with quasipolynomial improvements) and the best known upper bounds (quasipolynomial decay in density) is enormous, so the "correct main term" is unknown.
- Completion estimate. Resolving the asymptotics appears to require major new ideas in additive combinatorics/higher-order Fourier analysis beyond current quantitative Szemerédi technology.
References
- [Gowers2001] W. T. Gowers, A new proof of Szemerédi's theorem, Geom. Funct. Anal. 11 $2001$.
- [GreenTao2008] B. Green and T. Tao, The primes contain arbitrarily long arithmetic progressions, Ann. of Math. $2$ 167 $2008$, 481--547.
- [GreenTao2017r4] B. Green and T. Tao, New bounds for Szemerédi's theorem, III: A polylogarithmic bound for $r_4(N)$, Mathematika 63 $2017$, 944--1040.
- [KelleyMeka2023] Z. Kelley and R. Meka, Strong Bounds for 3-Progressions, arXiv:2302.05537.
- [BloomSisask2023] T. F. Bloom and O. Sisask, An improvement to the Kelley--Meka bounds on three-term arithmetic progressions, arXiv:2309.02353.
- [LSS2024] J. Leng, A. Sah, and M. Sawhney, Improved Bounds for Szemerédi's Theorem, arXiv:2402.17995.
- [EHPS2024] C. Elsholtz, Z. Hunter, L. Proske, and L. Sauermann, Improving Behrend's construction: Sets without arithmetic progressions in integers and over finite fields, arXiv:2406.12290.
- [OBryant2011] K. O'Bryant, Sets of integers that do not contain long arithmetic progressions, Electron. J. Combin. 18 $2011$, #P59.
- [KourilPaul2008] M. Kouřil and J. L. Paul, The van der Waerden number $W(2,6)$ is 1132, Exp. Math. 17 $2008$, 53--61.
- [KS2016] J. Kozik and D. Shabanov, Improved algorithms for coloring simple hypergraphs and applications, arXiv:1405.4295 (version cited in many summaries; result yields improved exponential lower bounds for van der Waerden numbers).
- [T5KCPAP] The Prime Pages (Chris Caldwell), "Consecutive prime arithmetic progressions" (CPAP-$k$) page.
- [WikiVDW] Wikipedia contributors, Van der Waerden number, online article.
- [WikiCPAP] Wikipedia contributors, Prime arithmetic progression (section on consecutive prime arithmetic progressions), online article.