Tag: optimal control

2 entries

Optimal Bias Potentials via Ergodic Optimal Control and Generator Learning

Materials
This paper formulates optimal biasing as an ergodic optimal control problem, recast as a linear eigenvalue problem for the infinitesimal generator of unbiased dynamics to learn bias potentials that accelerate transitions between metastable states in molecular dynamics.
New See LICENSE file molecular dynamicsoptimal controlgenerator learning

Beyond Phase Reduction: Amplitude Collapse in Optimal Control of Coupled Oscillators

Multibody
This paper solves the four-dimensional HJB equation for two diffusively coupled Stuart-Landau-like oscillators to obtain full-state optimal feedback control, revealing a sharp transition in control strategy from phase synchronization to amplitude collapse at a critical coupling threshold.
See LICENSE file coupled oscillatorsHJB equationamplitude collapse

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