Induced Turán numbers
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1 Induced Turán numbers Michael Tait Carnegie Mellon University Atlanta Lecture Series XVIII Emory University October 22, 2016 Michael Tait (CMU) October 22, / 25
2 Michael Tait (CMU) October 22, / 25
3 For F a family of graphs, ex(n, F) denotes the maximum number of edges in an n-vertex graph which is F -free for all F F. Theorem (Turán s Theorem) Let T (n, r) be the complete r-partite graph with parts of size as equal as possible. Then ex(n, K r+1 ) = e(t (n, r)). Theorem (Erdős-Stone-Simonovits) Let χ(f) denote min χ(f ) over F F, then ( ex(n, F) 1 1 χ(f) 1 ) ( ) n 2 Determining Turán numbers for bipartite graphs is difficult in general. Michael Tait (CMU) October 22, / 25
4 Theorem (Kővari-Sós-Turán) ex(n, K s,t ) = O ( n 2 1/s). ex(n, K 2,2 ) 1 2 n3/2 (Brown, Erdős-Rényi-Sós, Füredi) ex(n, K 2,t+1 ) 1 2 tn 3/2 (Kővari-Sós-Turán, Füredi) ex(n, K 3,3 ) 1 2 n5/3 (Brown, Füredi) ex(n, K s,t ) = Θ(n 2 1/s ) for t > (s 1)! (Kővari-Sós-Turán, Alon-Rónyai-Szabó) Problem Is it true that ex(n, K s,t ) = Θ(n 2 1/s )? Michael Tait (CMU) October 22, / 25
5 We begin with a stupid question: Determine ex(n, K s,t ind). i.e. what is the maximum number of edges in an n-vertex graph with no induced copy of K s,t? Fix a graph H. Problem K n has no induced K s,t and has ( n 2) edges. What is ex(n, {H, K s,t ind})? i.e. How many edges may be in an H-free graph with no induced K s,t? Michael Tait (CMU) October 22, / 25
6 Some previous work: ex(n, {K (3) 4, e ind}) (Razborov) ex(n, {K 1,, 2K 2 ind}) (Nešetřil-Erdős, Chung-Gyárfás-Trotter-Tuza) ex(n, {K 1,, P n ind}) (Chung-Jiang-West, Chung-West) ex(n, {K r, C 4 ind}) (Gyárfás-Hubenko-Solymosi, Gyárfás-Sárközy) Posets Michael Tait (CMU) October 22, / 25
7 Definition The Ramsey-Turán number of a graph H, denoted by RT(n, H, m) is the maximum number of edges in an n-vertex H-free graph which has independence number less than m. RT(n, H, m) = ex(n, {H, I m ind}). Sós introduced this parameter so that one may not use a Turán graph as the (asymptotically) extremal H-free graph. Our motivation is the same. Erdős-Hajnal conjecture For a fixed graph F, there exists a constant c > 0 such that any graph with no induced copy of F contains either a clique or an independent set of size n c. If ex(n, {K r, F ind}) = nd 2, then any graph that is F -induced-free contains either a clique of size r or an independent set of size n d+1. Michael Tait (CMU) October 22, / 25
8 First Observation Second Observation Theorem (Bollobás-Györi) ex(n, {H, F ind}) ex(n, {H, F }). ex(n, {C 3, C 4 ind}) = ex(n, {C 3, C 4 }). ex(n, {C 5, C 4 ind}) ( ) o(1) n 3/2. Theorem (Erdős-Simonovits) ex(n, {C 5, C 4 }) 1 ( n ) 1/2 2 2 n3/ Michael Tait (CMU) October 22, / 25
9 Theorem (Loh-Tait-Timmons) Let r, s, t be fixed, and G be a K r -free graph on n vertices with no induced copy of K s,t. Then e(g) C r,s,t n 2 1/s. Our main lemma is a clique-counting theorem: Theorem (Loh-Tait-Timmons) Let G be an n-vertex, K r -free graph with no copy of K s,t as an induced subgraph. If t m (G) is the number of cliques of size m in G, then m t m (G) 2(t + r) tm/s (r + s) s m 1 m n s + (r + s) s n m 1. Michael Tait (CMU) October 22, / 25
10 Recently Alon and Shikhelman the quantity ex(n, T, H), denoting the maximum number of copies of T in an H-free graph. ex(n, K 2, H) = ex(n, H). ex(n, K t, K r ) (Erdős) ex(c 5, K 3 ) (Hatami-Hladký-Král-Norine-Razborov, Grzesik) ex(n, K 3, C 2k+1 ) (Bollobás-Győri, Győri-Li) Theorem (Alon-Shikhelman) Let m 2 and t s m 1, then ex(n, K m, K s,t ) = O (n m m(m 1) 2s ( Our theorem says ex(n, K m, {K r, K s,t ind}) = O n ). m 1 m s ). Michael Tait (CMU) October 22, / 25
11 Proof sketch that e(g) = O(n 2 1/s ) Lemma If F is a graph on n vertices and n > 2 4 s, then t s (F ) + t s (F ) ɛ s n s. Any set of 4 s > R(s, s) vertices contains a clique of size s in either F or F. Each set of size s is contained in ( n s 4 s) sets of size 4 s. Therefore s ( n ) 4 t s (F ) + t s (F ) ( s n s ) > ns 2 4 s s s. 4 s2 Michael Tait (CMU) October 22, / 25
12 Proof sketch that e(g) = O(n 2 1/s ) Let I s denote the set of independent sets of size s. Michael Tait (CMU) October 22, / 25
13 Proof sketch that e(g) = O(n 2 1/s ) Let I s denote the set of independent sets of size s. Michael Tait (CMU) October 22, / 25
14 Proof sketch that e(g) = O(n 2 1/s ) d(x 1,, x s ) R(r, t) {x 1,,x s} I s d(x 1,, x s ) ( ) n R(r, t) s Michael Tait (CMU) October 22, / 25
15 Proof sketch that e(g) = O(n 2 1/s ) Now we double count and use the lemma and convexity. (r + t) t n s d(x 1,, x s ) = (x 1,,x s) I s ɛ s (d(v)) s t s (Γ(v)) v V (G) ɛ s n 1 n v V (G) = ɛ s2 s (e(g)) s n s 1 s d(v) v V (G) v V (G) (s + 1)t s+1 (G). Our clique counting theorem gives t s+1 (G) = O(n s ). t s (Γ(v)) t s (Γ(v)) Michael Tait (CMU) October 22, / 25
16 Sketch of proof that t s+1 (G) = O(n s ) (Sketch of proof that G K r -free with no induced K 2,t+1 implies O(n 2 ) triangles) Michael Tait (CMU) October 22, / 25
17 Sketch of proof that t s+1 (G) = O(n s ) (Sketch of proof that G K r -free with no induced K 2,t+1 implies O(n 2 ) triangles) x z implies d(x, z) < R(r, t + 1) #{x, y, z} x z d(x, z) < R(r, t + 1)n 2 Michael Tait (CMU) October 22, / 25
18 Sketch of proof that t s+1 (G) = O(n s ) (Sketch of proof that G K r -free with no induced K 2,t+1 implies O(n 2 ) triangles) Michael Tait (CMU) October 22, / 25
19 Sketch of proof that t s+1 (G) = O(n s ) (Sketch of proof that G K r -free with no induced K 2,t+1 implies O(n 2 ) triangles) Michael Tait (CMU) October 22, / 25
20 Sketch of proof that t s+1 (G) = O(n s ) (Sketch of proof that G K r -free with no induced K 2,t+1 implies O(n 2 ) triangles) Γ(y 1 ) Γ(y 2 ) contains at least ɛ(d(y 1, y 2 )) 2 nonadjacent pairs Each nonadjacent pair is counted at most ( ) R(r,t+1) 2 times this way Michael Tait (CMU) October 22, / 25
21 Sketch of proof that t s+1 (G) = O(n s ) (Sketch of proof that G K r -free with no induced K 2,t+1 implies O(n 2 ) triangles) O(n 2 ) = #{x, y, z} 1 ) ɛ(d(y 1, y 2 )) 2 y 1 y 2 ( ) 2 d(y 1, y 2 ) y 1 y 2 ( R(r,t+1) 2 ɛ 1 n 2 = ɛ 1 n 2 (3t 3(G)) 2 Michael Tait (CMU) October 22, / 25
22 ( ex(n, {K r, K s,t ind}) = O n 2 1/s). If the average degree of a graph with no induced K s,t is much larger than n 1 1/s, then the graph has a large clique. Theorem (Gyárfás-Hubenko-Solymosi 2002, Gyárfás-Sárközy 2015) If G has average degree d and no induced C 4, then ( ) d 2 ω(g) = Ω n Corollary (Loh-Tait-Timmons) If G has average degree d and no induced copy of K s,t, then ( ( ) s ) d s t(s+1)+s ω(g) Ω 2. n s 1 Michael Tait (CMU) October 22, / 25
23 Theorem (Gyárfas-Hubenko-Solymosi 2002, Gyárfas-Sárközy 2015) If G has average degree d and no induced C 4, then ( ) d 2 ω(g) = Ω n Corollary (Loh-Tait-Timmons) If G has average degree d and no induced copy of K s,t, then ( ( ) s ) d s t(s+1)+s ω(g) = Ω 2. Theorem (Loh-Tait-Timmons) n s 1 If G has average degree d and no induced K 2,t+1, then ( (d ) 2 1/t ) ω(g) = Ω. nt Michael Tait (CMU) October 22, / 25
24 When s = 2 or when H has a specific structure which can be exploited, we can obtain better estimates. Theorem (Loh-Tait-Timmons) Let H be a graph on v H vertices. Then ( ) 1 t o(1) n 3/2 ex(n, {H, K 2,t+1 ind}) ( 2t + o(1))v t/2 H 4 n3/2. Theorem (Loh-Tait-Timmons) ex(n, {C 2k+1, K 2,t+1 ind}) ( 2kt + o(1))n 3/2. Problem Can one find nontrivial s, t and a sequence of graphs H and determine ex(n, {H, K s,t ind}) up to a constant factor? Michael Tait (CMU) October 22, / 25
25 Problem We showed if G is H-free and K s,t induced free, then the number of cliques of order m is at most m 1 m O (n s + n m 1). Can this be improved? Alon and Shikhelmen showed if G is K s,t -free, then the number of cliques of order m is at most ) m(m 1) m O (n 2s. Problem Let G be an n-vertex K r -free graph with no induced copy of K s,t. Let λ be the spectral radius of its adjacency matrix. Show that ( λ = O n 1 1/s). Michael Tait (CMU) October 22, / 25
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