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hal-00005572, version 1

Precise Asymptotics for a Random Walker's Maximum

Alain Comtet 12, Satya N. Majumdar 1

Journal of Statistical Mechanics: Theory and Experiment 06 (2005) P06013

Abstract: We consider a discrete time random walk in one dimension. At each time step the walker jumps by a random distance, independent from step to step, drawn from an arbitrary symmetric density function. We show that the expected positive maximum E[M_n] of the walk up to n steps behaves asymptotically for large n as, E[M_n]/\\sigma=\\sqrt{2n/\\pi}+ \\gamma +O(n^{-1/2}), where \\sigma^2 is the variance of the step lengths. While the leading \\sqrt{n} behavior is universal and easy to derive, the leading correction term turns out to be a nontrivial constant \\gamma. For the special case of uniform distribution over [-1,1], Coffmann et. al. recently computed \\gamma=-0.516068...by exactly enumerating a lengthy double series. Here we present a closed exact formula for \\gamma valid for arbitrary symmetric distributions. We also demonstrate how \\gamma appears in the thermodynamic limit as the leading behavior of the difference variable E[M_n]-E[|x_n|] where x_n is the position of the walker after n steps. An application of these results to the equilibrium thermodynamics of a Rouse polymer chain is pointed out. We also generalize our results to L\\évy walks.

  • 1:  Laboratoire de Physique Théorique et Modèles Statistiques (LPTMS)
  • CNRS : UMR8626 – Université Paris XI - Paris Sud
  • 2:  Unite mixte de service de l'institut Henri Poincaré (UMSIHP)
  • CNRS : UMS839 – Université Pierre et Marie Curie [UPMC] - Paris VI
  • Domain : Mathematics/Mathematical Physics
    Physics/Mathematical Physics
    Mathematics/Probability
    Physics/Condensed Matter/Statistical Mechanics
  • Comment : new references added – typos corrected – published version
 
  • hal-00005572, version 1
  • oai:hal.archives-ouvertes.fr:hal-00005572
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  • Submitted on: Friday, 24 June 2005 15:16:30
  • Updated on: Friday, 24 June 2005 15:16:30