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Optimization in First-Passage Resetting

B. De Bruyne, J Randon-Furling, and S. Redner
Phys. Rev. Lett. 125, 050602 – Published 28 July 2020
Physics logo See synopsis: A Statistical Model for Optimizing Output

Abstract

We investigate classic diffusion with the added feature that a diffusing particle is reset to its starting point each time the particle reaches a specified threshold. In an infinite domain, this process is nonstationary and its probability distribution exhibits rich features. In a finite domain, we define a nontrivial optimization in which a cost is incurred whenever the particle is reset and a reward is obtained while the particle stays near the reset point. We derive the condition to optimize the net gain in this system, namely, the reward minus the cost.

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  • Received 6 May 2020
  • Accepted 25 June 2020
  • Corrected 20 August 2020

DOI:https://doi.org/10.1103/PhysRevLett.125.050602

© 2020 American Physical Society

Physics Subject Headings (PhySH)

Statistical Physics & ThermodynamicsGeneral Physics

Corrections

20 August 2020

Correction: The inline equation appearing after Eq. (8) contained a typographical error and has been fixed.

synopsis

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A Statistical Model for Optimizing Output

Published 28 July 2020

A new statistical model that optimizes a system’s output could help to maximize the efficiency of mechanical systems.

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Authors & Affiliations

B. De Bruyne1,2,*, J Randon-Furling3,4,†, and S. Redner5,‡

  • 1Perimeter Institute, 31 Caroline Street North, Waterloo, Ontario, N2L 2Y5, Canada
  • 2CentraleSupélec, Université Paris-Saclay, 3 rue Joliot-Curie, 91190 Gif-sur-Yvette, France
  • 3SAMM, Université Paris 1 Panthéon Sorbonne—FP2M (FR2036) CNRS, 90 rue de Tolbiac, 75013 Paris, France
  • 4Department of Mathematics, Columbia University, 2990 Broadway, New York, New York 10027, USA
  • 5Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, New Mexico 87501, USA

  • *benjamin.debruyne@centraliens.net
  • j.randon-furling@cantab.net
  • redner@santafe.edu

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Issue

Vol. 125, Iss. 5 — 31 July 2020

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