Achlioptas process 2026-10-07
At each step offer a fixed number of independent uniform candidate edges on a fixed vertex set, and let a rule select one. The standard two-choice model offers two candidates. The rule may depend on the entire previously exposed history. Repeated already present edges make no change in the independent-candidate version; another usual version offers only absent edges. The forced merging of large components and persistence of unsampled graph components apply to both over a linear number of steps. Fixed choice is essential in the continuity of fixed-choice percolation argument.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 9 5 ii Solution Created 2026-10-03 Updated 2026-10-07
The persistence of unsampled graph components prevents the mass from each size band from disappearing entirely before . More precisely, a band containing at least vertices retains at least vertices in that same band after at most steps, with high probability, for a fixed depending only on . To see why, each initial graph component in that band has a fixed positive probability that none of the offered edge endpoints touches it during the interval. Such a graph component remains unchanged regardless of the selection rule. The McDiarmid inequality concentrates the total mass of these untouched graph components. The reusable lemma supplies the full uniform-in-starting-time argument, including the version that samples absent edges.
Choose finitely many disjoint bands , , with . Part (i) provides at least vertices in band at its time . Each interval from that time to has length at most , so persistence leaves at least vertices in every one of these disjoint bands at the common time . A union bound over this fixed finite number of bands makes all the conclusions simultaneous. Their total exceeds , a contradiction. No fixed two-choice Achlioptas rule satisfies the explosive percolation hypothesis.
This continuity of fixed-choice percolation is the fixed-choice obstruction proved by Riordan and Warnke; their original research paper also treats a broader class of rules. The argument here does not apply when the number of offered choices grows with .