Abstract
In a uniform random recursive k-directed acyclic graph, there is a root, 0, and each node in turn, from 1 to n, chooses k uniform random parents from among the nodes of smaller index. If S n is the shortest path distance from node n to the root, then we determine the constant σ such that S n /log n→σ in probability as n→∞. We also show that max 1≤i≤n S i /log n→σ in probability.
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Albert, R. and Barabasi, A., Emergence of scaling in random networks, Science286 (1999), 509–512.
Albert, R., Barabasi, A. and Jeong, H., Diameter of the World-Wide Web, Nature401 (1999), 130–131.
Biggins, J. D., Chernoff’s theorem in the branching random walk, J. Appl. Probab.14 (1977), 630–636.
Biggins, J. D. and Grey, D. R., A note on the growth of random trees, Statist. Probab. Lett.32 (1997), 339–342.
Broutin, N. and Devroye, L., Large deviations for the weighted height of an extended class of trees, Algorithmica46 (2006), 271–297.
Codenotti, B., Gemmell, P. and Simon, J., Average circuit depth and average communication complexity, in Third European Symposium on Algorithms, pp. 102–112, Springer, Berlin, 1995.
Devroye, L., A note on the height of binary search trees, J. Assoc. Comput. Mach.33 (1986), 489–498.
Devroye, L., Branching processes in the analysis of the heights of trees, Acta Inform.24 (1987), 277–298.
Devroye, L., Applications of the theory of records in the study of random trees, Acta Inform.26 (1988), 123–130.
Devroye, L., Branching processes and their applications in the analysis of tree structures and tree algorithms, in Probabilistic Methods for Algorithmic Discrete Mathematics, Algorithms Combin. 16, pp. 49–314, Springer, Berlin, 1998.
Devroye, L., Universal limit laws for depths in random trees, SIAM J. Comput.28 (1999), 409–432.
Díaz, J., Serna, M. J., Spirakis, P., Toran, J. and Tsukiji, T., On the expected depth of Boolean circuits, Technical Report LSI-94-7-R, Universitat Politecnica de Catalunya, Departament de Llenguatges i Sistemes Informàtics, Barcelona, 1994.
Dijkstra, E. W., A note on two problems in connexion with graphs, Numer. Math.1 (1959), 269–271.
Dondajewski, M. and Szymański, J., On the distribution of vertex-degrees in a strata of a random recursive tree, Bull. Acad. Polon. Sci. Sér. Sci. Math.30 (1982), 205–209.
Drmota, M., Janson, S. and Neininger, R., A functional limit theorem for the profile of search trees, Ann. Appl. Probab.18 (2008), 288–333.
D’Souza, R. M., Krapivsky, P. L. and Moore, C., The power of choice in growing trees, Eur. Phys. J. B59 (2007), 535–543.
Fuchs, M., Hwang, H.-K. and Neininger, R., Profiles of random trees: Limit theorems for random recursive trees and binary search trees, Algorithmica46 (2006), 367–407.
Fuk, D. K. and Nagaev, S. V., Probability inequalities for sums of independent random variables, Teor. Veroyatnost. i Primenen.16 (1971), 660–675 (Russian). English transl.: Theory Probab. Appl.16 (1971), 643–660.
Gastwirth, J. L., A probability model of a pyramid scheme, Amer. Statist.31 (1977), 79–82.
Glick, N., Breaking records and breaking boards, Amer. Math. Monthly85 (1978), 2–26.
Hwang, H.-K., Profiles of random trees: plane-oriented recursive trees (Extended Abstract), in 2005 International Conference on Analysis of Algorithms, pp. 193–200, Assoc. Discrete Math. Theor. Comput. Sci., Nancy, 2005.
Hwang, H.-K., Profiles of random trees: plane-oriented recursive trees, Random Structures Algorithms30 (2007), 380–413.
Mahmoud, H. M., Limiting distributions for path lengths in recursive trees, Probab. Engrg. Inform. Sci.5 (1991), 53–59.
Mahmoud, H. M., Distances in random plane-oriented recursive trees, J. Comput. Appl. Math.41 (1992), 237–245.
Mahmoud, H. M., Evolution of Random Search Trees, Wiley, New York, 1992.
Mahmoud, H. M. and Smythe, R. T., On the distribution of leaves in rooted subtrees of recursive trees, Ann. Appl. Probab.1 (1991), 406–418.
Meir, A. and Moon, J. W., On the altitude of nodes in random trees, Canad. J. Math.30 (1978), 997–1015.
Na, H. S. and Rapoport, A., Distribution of nodes of a tree by degree, Math. Biosci.6 (1970), 313–329.
Petrov, V. V., Limit Theorems of Probability Theory: Sequences of Independent Random Variables, Oxford University Press, Oxford, 1995.
Pittel, B., Note on the heights of random recursive trees and random m-ary search trees, Random Structures Algorithms5 (1994), 337–347.
Prim, R. C., Shortest connection networks and some generalizations, Bell System Tech. J.36 (1957), 1389–1401.
Pyke, R., Spacings, J. Roy. Statist. Soc. Ser. B27 (1965), 395–445.
Rényi, A., Théorie des éléments saillants d’une suite d’observations, in Colloquium on Combinatorial Methods in Probability Theory, pp. 104–115, Mathematisk Institut, Aarhus Universitet, Aarhus, 1962.
Rosenthal, H. P., On the subspaces of Lp (p>2) spanned by sequences of independent random variables, Israel J. Math.8 (1970), 273–303.
Smythe, R. T. and Mahmoud, H. M., A survey of recursive trees, Teor. Ĭmovīr. Mat. Stat.51 (1994), 1–29 (Ukrainian). English transl.: Theory Probab. Math. Statist. 51 (1995), 1–27 (1996).
Sulzbach, H., A functional limit law for the profile of plane-oriented recursive trees, in Fifth Colloquium on Mathematics and Computer Science, pp. 339–350, Assoc. Discrete Math. Theor. Comput. Sci., Nancy, 2008.
Szymański, J., On a nonuniform random recursive tree, in Random Graphs ’85 (Poznań , 1985 ), North-Holland Math. Stud. 144, pp. 297–306, North-Holland, Amsterdam, 1987.
Szymański, J., On the maximum degree and height of a random recursive tree, in Random Graphs ’87 (Poznań , 1987 ), pp. 313–324, Wiley, Chichester, 1990.
Timofeev, E. A., Random minimal trees, Teor. Veroyatnost. i Primenen.29 (1984), 134–141 (Russian). English transl.: Theory Probab. Appl.29 (1985), 134–141.
Tsukiji, T. and Xhafa, F., On the depth of randomly generated circuits, in Algorithm—ESA ‘96 , Lecture Notes in Comput. Sci. 1136, pp. 208–220, Springer, Berlin, 1996.
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L. Devroye’s research was sponsored by NSERC Grant A3456. The research was mostly done at the Institute Mittag-Leffler during the programme Discrete Probability held in 2009.
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Devroye, L., Janson, S. Long and short paths in uniform random recursive dags. Ark Mat 49, 61–77 (2011). https://doi.org/10.1007/s11512-009-0118-0
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DOI: https://doi.org/10.1007/s11512-009-0118-0