combinatorics / Extremal graph theory: independence number

The Ajtai-Erdos-Komlos-Szemeredi conjecture on independent sets in K_r-free graphs

Theorem 1.1: for every r≥4r\ge4 there is cr>0c_r>0 such that every finite KrK_r-free graph with nn vertices and average degree d≥2d\ge2 has α(G)≥crnlog⁡d/d\alpha(G)\ge c_r n\log d/d, removing the log⁡log⁡d\log\log d loss in Shearer's 1995 bound. The proof maximizes an entropy functional over vertex weights and shows that the weighted triangle mass is at most OrO_r times the edge mass, via random multipliers, vertex splitting and a recursion on the clique size. The constant crc_r is not optimized and no leading coefficient (as in Shearer's triangle-free result) is claimed.

46Significance / 100
1Frontier events
0Verification tasks
0Recorded attempts

Temporal state

Current frontier

No reconciled state yet.

Append-only history

Frontier timeline

combinatoricsSep 25, 2026Significance 46/100Registry: lean checked

The Ajtai-Erdos-Komlos-Szemeredi conjecture on independent sets in K_r-free graphs

Prior state unknown→proved

Theorem 1.1: for every r≥4r\ge4 there is cr>0c_r>0 such that every finite KrK_r-free graph with nn vertices and average degree d≥2d\ge2 has α(G)≥crnlog⁡d/d\alpha(G)\ge c_r n\log d/d, removing the log⁡log⁡d\log\log d loss in Shearer's 1995 bound. The proof maximizes an entropy functional over vertex weights and shows that the weighted triangle mass is at most OrO_r times the edge mass, via random multipliers, vertex splitting and a recursi…

SourceReplayReproducedFormal proofStatement auditExternal checkExpert reviewPeer review

Research memory

Claims and attempts

Scoped claims

Source authenticated

Theorem 1.1: for every r≥4r\ge4 there is cr>0c_r>0 such that every finite KrK_r-free graph with nn vertices and average degree d≥2d\ge2 has α(G)≥crnlog⁡d/d\alpha(G)\ge c_r n\log d/d, removing the log⁡log⁡d\log\log d loss in Shearer's 1995 bound. The proof maximizes an entropy functional over vertex weights and shows that the weighted triangle mass is at most OrO_r times the edge mass, via random multipliers, vertex splitting and a recursion on the clique size. The constant crc_r is not optimized and no leading coefficient (as in Shearer's triangle-free result) is claimed.

Theorem 1.1: for every r≥4r\ge4 there is cr>0c_r>0 such that every finite KrK_r-free graph with nn vertices and average degree d≥2d\ge2 has α(G)≥crnlog⁡d/d\alpha(G)\ge c_r n\log d/d, removing the log⁡log⁡d\log\log d loss in Shearer's 1995 bound. The proof maximizes an entropy functional over vertex weights and shows that the weighted triangle mass is at most OrO_r times the edge mass, via random multipliers, vertex splitting and a recursion on the clique size. The constant crc_r is not optimized and no leading coefficient (as in Shearer's triangle-free result) is claimed.

Recorded attempts

Evidence graph

Connected research record