Local Degree Distribution in Scale Free Random Graphs
Tamas F. Mori (Eotvos Lorand University)
Abstract
In several scale free graph models the asymptotic degree distribution and the characteristic exponent change when only a smaller set of vertices is considered. Looking at the common properties of these models, we present sufficient conditions for the almost sure existence of an asymptotic degree distribution constrained to the set of selected vertices, and identify the chararteristic exponent belonging to it.
Full Text: Download PDF | View PDF online (requires PDF plugin)
Pages: 1465-1488
Publication Date: August 19, 2011
DOI: 10.1214/EJP.v16-916
References
- A. Backhausz. Local degree distributions: examples and counterexamples. Accepted in: Periodica Mathematica Hungarica Math. Review number not available.
- A-L. Barabasi, R. Albert. Emergence of scaling in random networks. Science 286 (1999), 509-512. Math. Review 2091634
- N. H. Bingham. Regular variation. Encyclopedia of Mathematics and its Applications 27 (1987) Cambridge University Press. Math. Review 0898871
- R. Bojanic, E. Seneta. Slowly varying functions and asymptotic relations. J. Math. Anal. Appl. 34 (1971), 302-315. Math. Review 0274676
- B. Bollobas. Random graphs. (2001) Cambridge University Press. Math. Review 1864966
- S. Dereich, P. Morters. Random networks with sublinear preferential attachment: degree evolutions. Electron. J. Probab. 14 (2009), no. 43, 1222-1267. Math. Review 2511283
- M. Drmota. Random trees. (2009) Springer-Verlag/Wien. Math. Review 2484382
- R. Durrett. Random graph dynamics. (2007) Cambridge University Press. Math. Review 2271734
- J. Galambos, E. Seneta. Regularly varying sequences. Proc. Amer. Math. Soc. 41 (1973), 110-116. Math. Review 0323963
- Zs. Katona, T. F. Mori. A new class of scale free random graphs. Statist. Probab. Lett. 76 (2006), 1587-1593. Math. Review 2248845
- T. F. Mori. On random trees. Studia Sci. Math. Hungar. 39 (2002), 143-155. Math. Review 1909153
- T. F. Mori. A surprising property of the Barabasi-Albert random tree. Studia Sci. Math. Hungar. 43 (2006), 265-273. Math. Review 2229623
- T. F. Mori. Degree distribution nearby the origin of a preferential attachment graph. Electron. Comm. Probab. 12 (2007), 276-282. Math. Review 2342706
- T. F. Mori. On a 2-parameter class of scale free random graphs. Acta Math. Hungar. 114 (2007), 37-48. Math. Review 2294512
- T. F. Mori. Random multitrees. Studia Sci. Math. Hungar. 47 (2010), 59-80. Math. Review 2654228
- J. Neveu. Discrete-parameter martingales. (1975) North-Holland, Amsterdam. Math. Review 0402915
- B. Pittel. Note on the heights of random recursive trees and random m-ary search trees. Random Struct. Algorithms 5 (1994), 337-347. Math. Review 1262983
- A. Rudas, B. Toth, B. Valko. Random trees and general branching processes. Random Struct. Algorithms 31 (2) (2007), 186-202. Math. Review 2343718

This work is licensed under a Creative Commons Attribution 3.0 License.