TY - JOUR
T1 - Local properties of random mappings with exchangeable in-degrees
AU - Hansen, Jennie C.
AU - Jaworski, Jerzy
N1 - The research in this paper was supported by the
Marie Curie Intra-European Fellowship
No. 501863 (RANDIGRAPH) within the 6th European Community Framework Programme.
PY - 2008/3
Y1 - 2008/3
N2 - In this paper we investigate the 'local' properties of a random mapping model, TnD^, which maps the set {1, 2,..., n} into itself. The random mapping TnD^, which was introduced in a companion paper (Hansen and Jaworski (2008)), is constructed using a colle tion of exchangeable random variables D^ l,..., D^n which satisfy ? i=ln D^i = n. In the random digraph, GnD^, which represents the mapping TnD^, the in-degree sequence for the vertices is given by the variables D^1, D^2,..., D^n, and, in some sense, GnD^ can be viewed as an analogue of the general independent degree models from random graph theory. By local properties we mean the distributions of random mapping characteristics related to a given vertex v of GnD^ - for example, the numbers of predecessors and successors of v in GnD^. We show that the distribution of several variables associated with the local structure of GnD^ can be expressed in terms of expectations of simple functions of D^1, D^2,..., D^n. We also consider two special examples of TnD^ which correspond to random mappings with preferential and anti-preferential attachment, and determine, for these examples, exact and asymptotic distributions for the local structure variables considered in this paper. These distributions are also of independent interest. © Applied Probability Trust 2008.
AB - In this paper we investigate the 'local' properties of a random mapping model, TnD^, which maps the set {1, 2,..., n} into itself. The random mapping TnD^, which was introduced in a companion paper (Hansen and Jaworski (2008)), is constructed using a colle tion of exchangeable random variables D^ l,..., D^n which satisfy ? i=ln D^i = n. In the random digraph, GnD^, which represents the mapping TnD^, the in-degree sequence for the vertices is given by the variables D^1, D^2,..., D^n, and, in some sense, GnD^ can be viewed as an analogue of the general independent degree models from random graph theory. By local properties we mean the distributions of random mapping characteristics related to a given vertex v of GnD^ - for example, the numbers of predecessors and successors of v in GnD^. We show that the distribution of several variables associated with the local structure of GnD^ can be expressed in terms of expectations of simple functions of D^1, D^2,..., D^n. We also consider two special examples of TnD^ which correspond to random mappings with preferential and anti-preferential attachment, and determine, for these examples, exact and asymptotic distributions for the local structure variables considered in this paper. These distributions are also of independent interest. © Applied Probability Trust 2008.
KW - Exchangeable in-degrees
KW - Local structure
KW - Random mapping
UR - http://www.scopus.com/inward/record.url?scp=44649179875&partnerID=8YFLogxK
U2 - 10.1239/aap/1208358892
DO - 10.1239/aap/1208358892
M3 - Article
SN - 0001-8678
VL - 40
SP - 183
EP - 205
JO - Advances in Applied Probability
JF - Advances in Applied Probability
IS - 1
ER -