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The Einstein relation for the displacement of a test particle in a random environment

Author

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  • Lebowitz, Joel L.
  • Rost, Hermann

Abstract

Consider a stochastic system evolving in time, in which one observes the displacement of a tagged particle, X(t). Assume that this displacement process converges weakly to d-dimensional centered Brownian motion with covariance D, when space and time are appropriately scaled: X[var epsilon](t) = [var epsilon]X([var epsilon]-2t), [var epsilon]-->0. Now perturb the process by putting a small "force" [var epsilon]a on the test particle. We prove on three different examples that under previous scaling the perturbed process converges to Brownian motion having the same covariance D, but an additional drift of the form M · a. We show that M, the "mobility" of the test particle, and D are related to each other by the Einstein formula where [beta] = 1/kT(T being temperature and k Boltzmann's constant) is defined in such a way that the reversible state for the modified dynamics gets the correct Boltzmann factor. The method used to verify (1) is the calculus of Radon-Nikodym derivatives of measures in the space of trajectories (Girsanov's formula). Scaling simultaneously force and displacement has also a technical advantage: there is no need to show existence, under the perturbed evolution, of an invariant measure for the process "environment seen from the test particle" such that it is equivalent to the invariant measure under the unperturbed evolution.

Suggested Citation

  • Lebowitz, Joel L. & Rost, Hermann, 1994. "The Einstein relation for the displacement of a test particle in a random environment," Stochastic Processes and their Applications, Elsevier, vol. 54(2), pages 183-196, December.
  • Handle: RePEc:eee:spapps:v:54:y:1994:i:2:p:183-196
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    Citations

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    Cited by:

    1. N.H. Bingham & Bruce Dunham, 1997. "Estimating Diffusion Coefficients From Count Data: Einstein-Smoluchowski Theory Revisited," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 49(4), pages 667-679, December.
    2. Lam, Hoang-Chuong & Depauw, Jerome, 2016. "Einstein relation for reversible random walks in random environment on Z," Stochastic Processes and their Applications, Elsevier, vol. 126(4), pages 983-996.
    3. Pham, Cong-Dan, 2019. "Some results on regularity and monotonicity of the speed for excited random walks in low dimensions," Stochastic Processes and their Applications, Elsevier, vol. 129(7), pages 2286-2319.

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