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Optimal Closed-Loop Control of Active Particles and a Minimal Information Engine

Rosalba Garcia-Millan, Janik Schüttler, Michael E. Cates, Sarah A. M. Loos

2025Physical Review Letters17 citationsDOIOpen Access PDF

Abstract

We study the elementary problem of moving an active particle by a trap with minimum work input. We show analytically that (open-loop) optimal protocols are not affected by activity, but work fluctuations are always increased. For closed-loop protocols, which rely on initial measurements of the self-propulsion, the average work has a minimum for a finite persistence time. Using these insights, we derive an optimal periodic active information engine, which is found to have higher precision and information efficiency when operated with a run-and-tumble particle than for an active Ornstein-Uhlenbeck particle and, we argue, than for any other type of active particle.

Topics & Concepts

Closed loopLoop (graph theory)Optimal controlComputer scienceControl (management)PhysicsControl theory (sociology)Mathematical optimizationCombinatoricsMathematicsControl engineeringArtificial intelligenceEngineeringAdvanced Thermodynamics and Statistical MechanicsMicro and Nano RoboticsQuantum Electrodynamics and Casimir Effect
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