Home | Contents | Submissions, editors, etc. | Login | Search | EJP
 Electronic Communications in Probability > Vol. 14 (2009) > Paper 10 open journal systems 


The scaling limit of senile reinforced random walk.

Mark P Holmes, University of Auckland


Abstract
This paper proves that the scaling limit of nearest-neighbour senile reinforced random walk is Brownian Motion when the time T spent on the first edge has finite mean. We show that under suitable conditions, when T has heavy tails the scaling limit is the so-called fractional kinetics process, a random time-change of Brownian motion. The proof uses the standard tools of time-change and invariance principles for additive functionals of Markov chains.


Full text: PDF

Pages: 104-115

Published on: February 19, 2009


Bibliography
  1. G. Ben Arous and J. Cerny. Scaling limit for trap models on Z^d. Ann. Probab., 35(6):2356-2384, 2007 Math. Review 2353391
  2. J. Bertoin. Subordinators: Examples and Applications. In Lectures on Probability Theory and Statistics: Ecole D'Ete de Probabilites de Saint-Flour XXVII - 1997. Springer, 1999. Math. Review 1746300
  3. N.H. Bingham, C.M. Goldie, and J.L. Teugels. Regular Variation. Cambridge Unviersity Press, 1987. Math. Review 1015093
  4. B. Davis. Weak limits of perturbed random walks and the equation Y_t=B_t+a sup{Y_s:s<=t}+b inf{Y_s:s<=t}. Ann. Probab., 24(4):2007-2023, 1996. Math. Review 1415238
  5. S. Ethier and T. Kurtz. Markov Processes: Characterization and Convergence. Wiley, New York, 1986. Math. Review 0838085
  6. W. Feller. An Introduction to Probability Theory and its Applications vol. 2. Wiley, New York, 1966.
  7. A. Gut. An extension of the Kolmogorov-Feller weak law of large numbers with an application to the St. Petersburg game. J. Theor. Prob., 17:769-779, 2004. Math. Review 2091561
  8. N. Herrndorf. A functional central limit theorem for weakly dependent sequences of random variables. Ann. Probab., 12:141-153, 1984. Math. Review 0723735
  9. M. Holmes and A. Sakai. Senile reinforced random walks. Stoch. Proc. Appl., 117:1519-1539, 2007. Math. Review 2353038
  10. L. Horvath and Q. Shao. Limit distributions of directionally reinforced random walks. Adv. in Math., 134:367-383, 1998. Math. Review 1617789
  11. W. Kager. Diffusion constants and martingales for senile random walks. arXiv:0705.3305v2 2007.
  12. R.D. Mauldin, M. Monticino, and H. Weizsacker. Directionally reinforced random walks. Adv. in Math., 117:239-252, 1996. Math. Review 1371652
  13. M.M. Meerschaert and H.-P. Scheffler. Limit theorems for continuous-time random walks with infinite mean waiting times. J. Appl. Prob., 41:623-638, 2004. Math. Review 2074812
  14. E.W. Montroll and G.H. Weiss. Random walks on lattices ii. J. Math. Phys., 6:167-181, 1965. Math. Review 0172344
  15. R. Pemantle. A survey of random processes with reinforcement. Probability Surveys, 4:1-79, 2007. Math. Review 2282181
  16. W. Whitt. Stochastic-process limits. Springer-Verlag, New York, 2002. Math. Review 1876437
















Research
Support Tool
Capture Cite
View Metadata
Printer Friendly
Context
Author Address
Action
Email Author
Email Others


Home | Contents | Submissions, editors, etc. | Login | Search | EJP

Electronic Communications in Probability. ISSN: 1083-589X