gpt pro 5.2 attempt on Math-5991

1) FORMAL RESTATEMENT

Fix an integer k$\ge$ 3. For n$\in\mathbb N$, let g_k(n) be the maximum possible chromatic number of a graph G on n vertices that contains no complete subgraph K_k. Equivalently, \[g_k(n):=\max\{\chi(G): |V(G)|=n,\; K_k\not\subseteq G\}.\]

Question (for k$\ge$ 4): Is there a constant c>0 (depending on k) such that \[ g_k(n) \ge C\, \frac{n^{1-\frac{1}{k-1}}}{(\log n)^c} \] for all sufficiently large n and some constant C=C(k)>0? (Here “$\gg$” in the problem statement is interpreted as a big-Omega statement with constants allowed to depend on k.)

2) QUICK LITERATURE/CONTEXT CHECK

The problem statement itself records: - Upper bound (Graver–Yackel): $g_k(n) \ll \big(n\frac{\log\log n}{\log n}\big)^{1-\frac{1}{k-1}}$. - For k=3, Erdős proved $g_3(n) \gg n^{1/2}/\log n$ via a lower bound on R$3,m$; Shearer improves this to $g_3(n) \gg (n/\log n)^{1/2}$. - For k=4, a lower bound on R$4,m$ implies $g_4(n) \gg n^{2/3}/(\log n)^{4/3}$. - In general, a known lower bound $R(k,m)\gg (\log m)^{-O_k(1)} m^{(k+1)/2}$ implies $g_k(n)\gg n^{1-2/(k+1)}/(\log n)^{c_k}$.

I do not use or assert any additional external results beyond what is stated in the problem file.

3) ATTACK PLAN

Proof-track ideas (establish the conjectured lower bound): - Improve lower bounds on Ramsey numbers R(k,m) in the range relevant to forcing large chromatic number while forbidding K_k. - Construct explicit or probabilistic K_k-free graphs with small independence number and analyze their chromatic number.

Disproof-track ideas (show conjectured exponent is too optimistic): - Try to build K_k-free graphs whose chromatic number provably cannot exceed $n^{1-1/(k-1)}/(\log n)^c$, e.g. by finding large independent sets forced by the absence of K_k.

Best path: I can rigorously derive the standard Ramsey-to-chromatic-number lower bound (which matches what the statement already sketches) and verify small-n exact values by computation. The main conjectured exponent for k$\ge$ 5 remains out of reach.

4) WORK

Definition (Ramsey numbers). For integers a,b$\ge$ 2, R(a,b) is the least integer N such that every graph on N vertices contains either a clique K_a or an independent set of size b. Equivalently, for every n<R(a,b) there exists a graph on n vertices with no K_a and no independent set of size b.

Proposition 920.1 (Ramsey lower bound $\Rightarrow$ chromatic lower bound). Let k$\ge$ 2 and m$\ge$ 2. If n < R(k,m), then $g_k(n) \ge \left\lceil \frac{n}{m-1}\right\rceil$.

Proof. Assume n < R(k,m). By the defining property of R(k,m), there exists a graph G on n vertices with no K_k and with no independent set of size m. Thus every independent set in G has size at most m-1. In any proper vertex coloring of G, each color class is an independent set, hence has size at most m-1. Therefore, if G is colored with t colors, then n=|V(G)| is at most t$m-1$, i.e. \[t \ge \frac{n}{m-1}. \] Since t is an integer, $\chi(G)\ge$ $\lceil$ n/$m-1$$\rceil$. Taking the maximum over all K_k-free graphs on n vertices yields g_k(n)$\ge$ $\lceil$ n/$m-1$$\rceil$. $\square$

Proposition 920.2 (deriving the $n^{1-2/(k+1)}$ lower bound from a Ramsey bound). Fix k$\ge$ 3. Assume there exist constants A>0 and B>0 (depending only on k) such that for all integers m$\ge$ 2, \[ R(k,m) \ge A\, \frac{m^{(k+1)/2}}{(\log m)^B}. \tag{*}\] Then there exist constants C>0 and c>0 (depending only on k) such that for all sufficiently large n, \[ g_k(n) \ge C\, \frac{n^{1-2/(k+1)}}{(\log n)^c}. \]

Proof. Let n be large. Choose \[ m := \left\lfloor \left(\frac{n}{A}\right)^{2/(k+1)} (\log n)^{2B/(k+1)} \right\rfloor. \] Then m$\to\infty$ with n. For large n we have m$\ge$ 2 and also $\log$ m $\le$ $\log$ n (since m$\le$ n for k$\ge$ 3 and large n), hence $\log m$^B $\le$ $\log n$^B. Using $*$ we obtain \[ R(k,m) \ge A\, \frac{m^{(k+1)/2}}{(\log m)^B} \ge A\, \frac{m^{(k+1)/2}}{(\log n)^B}. \] By the definition of m, we have approximately $m^{(k+1)/2} \ge (n/A) (\log n)^B$ up to a bounded-factor loss from the floor. More precisely, for large n, \[ m \ge \tfrac12 \left(\frac{n}{A}\right)^{2/(k+1)} (\log n)^{2B/(k+1)}, \] so \[ m^{(k+1)/2} \ge 2^{-(k+1)/2} \left(\frac{n}{A}\right) (\log n)^B. \] Therefore \[ R(k,m) \ge A\, \frac{2^{-(k+1)/2} (n/A) (\log n)^B}{(\log n)^B} = 2^{-(k+1)/2} n. \] In particular, for large n we have R(k,m) > n. Applying Proposition 920.1 gives \[ g_k(n) \ge \left\lceil \frac{n}{m-1}\right\rceil. \] Since m is on the order of n^{2/$k+1$} $\log n$^{2B/$k+1$}, we get \[ \frac{n}{m-1} \ge c_1\, \frac{n^{1-2/(k+1)}}{(\log n)^{2B/(k+1)}} \] for some constant c_1=c_1(k,A,B)>0 and all large n. Taking C=c_1/2 and c=2B/$k+1$ gives the claimed asymptotic lower bound. $\square$

FAST REALITY CHECK (exact small values by brute force). I enumerated all graphs on n$\le$ 7 vertices, computed their chromatic number exactly by backtracking, and filtered by “no K_k”. The exact maxima found were: - For k=4: g_4$1$=1, g_4$2$=2, g_4$3$=3, g_4$4$=3, g_4$5$=3, g_4$6$=4, g_4$7$=4. - For k=5: g_5$1$=1, g_5$2$=2, g_5$3$=3, g_5$4$=4, g_5$5$=4, g_5$6$=4, g_5$7$=5.

(These are sanity checks only; the asymptotic question concerns n$\to\infty$.)

5) VERIFICATION

- Proposition 920.1: Checked that “no independent set of size m” implies every color class has size $\le$ m-1, yielding $\chi\ge$ n/$m-1$. - Proposition 920.2: Checked the only nontrivial steps are bounding $\log$ m by $\log$ n for large n and controlling the floor; both are handled by simple inequalities. - Computational check: For n$\le$ 7, exhaustive enumeration is feasible; the backtracking coloring algorithm was verified internally by consistency on complete graphs and bipartite graphs.

6) FINAL

UNRESOLVED (i) Strongest proved partial result: Assuming the Ramsey lower bound $*$ stated in the problem file (in the form $R(k,m)\gg (\log m)^{-O_k(1)} m^{(k+1)/2}$), one can rigorously derive the corresponding lower bound $g_k(n)\gg n^{1-2/(k+1)}/(\log n)^{c_k}$ via Proposition 920.1–920.2. (ii) First gap (crisp): Improve the exponent from $1-2/(k+1)$ to the conjectured $1-1/(k-1)$ (for k$\ge$ 5) up to polylogarithmic factors, or construct a K_k-free family contradicting such a bound. (iii) Top 3 next moves: 1. Target improved lower bounds for R(k,m) in the diagonal/off-diagonal regime that would imply $g_k(n)\ge n^{1-1/(k-1)}/\mathrm{polylog}(n)$ via Proposition 920.1. 2. Search for explicit K_k-free constructions with very small independence number (e.g. algebraic graphs/hypergraph-to-graph reductions) and compute their chromatic numbers. 3. Attempt a conditional disproof by proving an unconditional upper bound of the form $g_k(n)\ll n^{1-1/(k-1)}/(\log n)^{c'}$ for some c' large, then compare with existing constructions. (iv) Minimal counterexample structure: A counterexample to the conjectured lower bound would be a sequence of K_k-free graphs on n vertices whose chromatic number stays below $n^{1-1/(k-1)}/(\log n)^c$ for every fixed c>0, i.e. graphs that necessarily contain large independent sets compared to the conjectured extremal behavior.