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Feedback control of waiting times
1Institut für Theoretische Physik, Hardenbergstr. 36, TU Berlin, D-10623 Berlin, Germany.
Physical Review. E
|May 14, 2016
Summary
Feedback loops offer versatile control for fluctuating small systems. This study optimizes waiting-time distributions using active and passive feedback, comparing control costs for enhanced system performance.
Area of Science:
- Physics
- Statistical Mechanics
- Non-equilibrium Thermodynamics
Background:
- Feedback loops are crucial for managing transport in systems with significant intrinsic fluctuations.
- Controlling temporal correlation functions, like waiting-time distributions, is essential for understanding system dynamics.
Purpose of the Study:
- To investigate the control of waiting-time distributions using active and passive feedback mechanisms.
- To compare the costs associated with open-loop versus feedback control strategies.
- To optimize waiting-time distributions through the application of optimal control theory.
Main Methods:
- Development of a general theoretical formalism for feedback control.
- Specification of the formalism to a simple unidirectional transport model.
- Application of optimal control theory to analyze and optimize control strategies.
Main Results:
- Demonstration of feedback loops as effective tools for controlling waiting-time distributions in small systems.
- Quantitative comparison of the costs of open-loop and feedback control.
- Identification of optimal control strategies for manipulating temporal correlations.
Conclusions:
- Feedback control provides a powerful method for precisely tuning temporal correlations in fluctuating systems.
- Optimal control theory can be effectively employed to minimize control costs while achieving desired waiting-time distributions.
- The findings offer insights into the design and control of nanoscale transport processes.
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