Tree builder random walk: Recurrence, transience and ballisticity

The Tree Builder Random Walk is a special random walk that evolves on trees whose size increases with time, randomly and depending upon the walker. After every s steps of the walker, a random number of vertices are added to the tree and attached to the current position of the walker. These processes share similarities with other important classes of markovian and non-markovian random walks presenting a large variety of behaviors according to parameters specifications. We show that for a large and most significant class of tree builder random walks, the process is either null recurrent or transient. If s is odd, the walker is ballistic and thus transient. If s is even, the walker's behavior can be explained from local properties of the growing tree and it can be either null recurrent or it gets trapped on some limited part of the growing tree.

[1]  Ofer Zeitouni,et al.  Random Walks in Random Environment , 2009, Encyclopedia of Complexity and Systems Science.

[2]  A survey of random processes with reinforcement , 2007, math/0610076.

[3]  P. Alam ‘T’ , 2021, Composites Engineering: An A–Z Guide.

[4]  Giulio Iacobelli,et al.  On a random walk that grows its own tree , 2021 .

[5]  Alan M. Frieze,et al.  Random graphs , 2006, SODA '06.

[6]  Danna Zhou,et al.  d. , 1840, Microbial pathogenesis.

[7]  R. Durrett Probability: Theory and Examples , 1993 .

[8]  F. Hollander,et al.  Mixing times of random walks on dynamic configuration models , 2016, The Annals of Applied Probability.

[9]  P. Alam ‘A’ , 2021, Composites Engineering: An A–Z Guide.

[10]  Gorjan Alagic,et al.  #p , 2019, Quantum information & computation.

[11]  P. Alam ‘G’ , 2021, Composites Engineering: An A–Z Guide.

[12]  Svante Janson,et al.  Random graphs , 2000, ZOR Methods Model. Oper. Res..

[13]  M. Zerner,et al.  Excited random walks: results, methods, open problems , 2012, 1204.1895.

[14]  Russell Lyons,et al.  Biased random walks on Galton–Watson trees , 1996 .

[15]  장윤희,et al.  Y. , 2003, Industrial and Labor Relations Terms.

[16]  Daniel R. Figueiredo,et al.  Building your path to escape from home , 2017, 1709.10506.

[17]  Alejandro F. Ram'irez,et al.  Sharp ellipticity conditions for ballistic behavior of random walks in random environment , 2013, 1310.6281.

[18]  Remco van der Hofstad,et al.  Random Graphs and Complex Networks: Volume 1 , 2016 .

[19]  P. Alam,et al.  R , 1823, The Herodotus Encyclopedia.

[20]  Henrik Renlund,et al.  Reinforced Random Walk , 2005 .

[21]  Alain-Sol Sznitman,et al.  A law of large numbers for random walks in random environment , 1999 .

[22]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[23]  Y. Peres,et al.  Random walks on dynamical percolation: mixing times, mean squared displacement and hitting times , 2013, 1308.6193.

[24]  A. Fribergh,et al.  Local trapping for elliptic random walks in random environments in $$\mathbb {Z}^d$$Zd , 2014, 1404.2060.

[25]  A. Dembo,et al.  Walking within growing domains: recurrence versus transience * , 2013, 1312.4610.

[26]  Robin Pemantle,et al.  Phase transition in reinforced random walk and RWRE on trees , 1988 .

[27]  P. Tarres,et al.  Transience of Edge-Reinforced Random Walk , 2014, 1403.6079.

[28]  Alain-Sol Sznitman,et al.  On a Class Of Transient Random Walks in Random Environment , 2001 .

[29]  Giovanni Neglia,et al.  Transient and slim versus recurrent and fat: Random walks and the trees they grow , 2017, J. Appl. Probab..