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Stochastic Resetting


Stochastic resetting is the interruption of a stochastic process at random times followed by its return to a specified reset state. In the standard diffusion model, a particle with diffusion coefficient D is reset to x_r at the event times of a Poisson process with rate r. Its probability density function satisfies

 (partialp(x,t))/(partialt)=D(partial^2p(x,t))/(partialx^2)-rp(x,t)+rdelta(x-x_r),
(1)

where delta is the delta function. Unlike ordinary free diffusion, this process has the stationary density

 p_(ss)(x)=alpha/2e^(-alpha|x-x_r|),
(2)

where alpha=sqrt(r/D).

For a target at distance L from the reset point, the mean first-passage time is

 T(r)=(e^(Lsqrt(r/D))-1)/r.
(3)

It is finite for every r>0 and has a unique minimum at

 r^*=(z_*^2D)/(L^2),
(4)

where the positive root z_*=1.59362... satisfies

 z_*=2(1-e^(-z_*)).
(5)

Thus resetting too frequently prevents the target from being reached, while resetting too rarely fails to suppress long unsuccessful excursions. Evans and Majumdar (2011) introduced this canonical model, which has since been generalized to non-Poisson reset times, random reset positions, drift, and multiple searchers.


See also

Brownian Motion, Exponential Distribution, Random Walk

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References

Evans, M. R. and Majumdar, S. N. "Diffusion with Stochastic Resetting." Phys. Rev. Lett. 106, 160601, 2011. https://doi.org/10.1103/PhysRevLett.106.160601.Evans, M. R.; Majumdar, S. N.; and Schehr, G. "Stochastic Resetting and Applications." J. Phys. A: Math. Theor. 53, 193001, 2020. https://doi.org/10.1088/1751-8121/ab7cfe.Mahdavi, S. D.; Salmon, G. L.; Ashok, M.; Mani, M.; Kirschner, M.; Kondev, J.; and Phillips, R. "The Trajectory Statistics of Biological Exploratory Dynamics." bioRxiv, 17 Sep 2026. https://doi.org/10.64898/2026.09.16.750450.

Cite this as:

Weisstein, Eric W. "Stochastic Resetting." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/StochasticResetting.html

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