TY - JOUR
T1 - Predecessors and successors in random mappings with exchangeable in-degrees
AU - Hansen, Jennie Charlotte
AU - Jaworski, Jerzy
N1 - The research in this paper was supported by the
Marie Curie Intra-European Fellowship
No. 236845 (RANDOMAPP) within the 7th European Community Framework Programme.
PY - 2013/9
Y1 - 2013/9
N2 - In this paper we characterise the distributions of the number of predecessors and of the number of successors of a given set of vertices, A, in the random mapping model, TnD^ (see Hansen and Jaworski (2008)), with exchangeable in-degree sequence (D^1,D^2,...,D^n). We show that the exact formulae for these distributions and their expected values can be given in terms of the distributions of simple functions of the in-degree variables D^1,D^2,...,D^n. As an application of these results, we consider two special examples of TnD^ which correspond to random mappings with preferential and anti-preferential attachment, and determine the exact distributions for the number of predecessors and the number of successors in these cases. We also characterise, for these two special examples, the asymptotic behaviour of the expected numbers of predecessors and successors and interpret these results in terms of the threshold behaviour of epidemic processes on random mapping graphs. The families of discrete distributions obtained in this paper are also of independent interest.
AB - In this paper we characterise the distributions of the number of predecessors and of the number of successors of a given set of vertices, A, in the random mapping model, TnD^ (see Hansen and Jaworski (2008)), with exchangeable in-degree sequence (D^1,D^2,...,D^n). We show that the exact formulae for these distributions and their expected values can be given in terms of the distributions of simple functions of the in-degree variables D^1,D^2,...,D^n. As an application of these results, we consider two special examples of TnD^ which correspond to random mappings with preferential and anti-preferential attachment, and determine the exact distributions for the number of predecessors and the number of successors in these cases. We also characterise, for these two special examples, the asymptotic behaviour of the expected numbers of predecessors and successors and interpret these results in terms of the threshold behaviour of epidemic processes on random mapping graphs. The families of discrete distributions obtained in this paper are also of independent interest.
UR - https://www.scopus.com/pages/publications/84885097453
U2 - 10.1239/jap/1378401232
DO - 10.1239/jap/1378401232
M3 - Article
SN - 0021-9002
VL - 50
SP - 721
EP - 740
JO - Journal of Applied Probability
JF - Journal of Applied Probability
IS - 3
T2 - 15th International Conference on Random Structures and Algorithms 2011
Y2 - 24 May 2011 through 28 May 2011
ER -