Search by Return: Stochastic Resetting in Fluctuating Harmonic Potentials
Derek Frydel

TL;DR
This paper investigates stochastic resetting with finite-duration returns in fluctuating harmonic potentials, revealing how controlled return dynamics can optimize search efficiency and sometimes serve as the primary search mechanism.
Contribution
It introduces a feedback-controlled return mechanism in stochastic resetting, analyzing its impact on search times and proposing a novel 'search by return' strategy with explicit MFPT formulas.
Findings
Controlled return trajectories can optimize search times.
Eliminating outward diffusion can still achieve efficient search.
The 'search by return' protocol offers a new perspective on search strategies.
Abstract
We study a class of stochastic resetting (SR) processes in which a diffusing particle alternates between free motion and confinement by an externally controlled potential. When the particle is recaptured, it undergoes a return trajectory that drives it toward a designated reset point. In standard SR, such returns are treated as instantaneous, but in realistic setups they have finite duration and introduce imprecision in the starting points of subsequent search attempts. We analyze a fluctuating harmonic potential in which return trajectories are forcibly terminated the moment the particle reaches the origin, ensuring that all outward (diffusive) trajectories begin from the same point. This is implemented through instantaneous positional information: a feedback signal that shortens the return phase without incurring additional mechanical energetic cost. We examine several search…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsDiffusion and Search Dynamics · stochastic dynamics and bifurcation · Advanced Thermodynamics and Statistical Mechanics
