Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 12 5 a Solution 2026-10-14
Let denote the generation- type-count vector, and let from a single type- ancestor. Every type- child independently has probability of having descendants in generation . For a Poisson random variable with mean , . Independence across child types therefore givesThe events of nonempty successive generations decrease. Each individual has finitely many children almost surely, so the total tree is infinite precisely when no generation is empty. Consequently , the actual survival probability of a branching process. Continuity of yieldsThe map is coordinatewise increasing on nonnegative vectors. Every nonnegative fixed point automatically lies in , since its coordinates equal with finite . Hence and, by induction, . Taking limits proves in every coordinate, so is the greatest nonnegative solution, not merely some fixed point. This argument applies without irreducibility assumptions to the multitype Poisson branching process.