Model reduction algorithms for optimal control and importance sampling of diffusions
From MaRDI portal
Publication:2816523
DOI10.1088/0951-7715/29/8/2298zbMath1347.65115OpenAlexW613018134MaRDI QIDQ2816523
Wei Zhang, Christof Schütte, Carsten Hartmann
Publication date: 23 August 2016
Published in: Nonlinearity (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1088/0951-7715/29/8/2298
algorithmnumerical exampleimportance samplingstochastic optimal controlmodel reductiontransition path
Numerical optimization and variational techniques (65K10) Optimal stochastic control (93E20) Existence of optimal solutions to problems involving randomness (49J55)
Related Items (7)
Application of adaptive multilevel splitting to high-dimensional dynamical systems ⋮ Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning ⋮ Transition Path Theory for Langevin Dynamics on Manifolds: Optimal Control and Data-Driven Solver ⋮ An Automatic Adaptive Importance Sampling Algorithm for Molecular Dynamics in Reaction Coordinates ⋮ Approximate Optimal Controls via Instanton Expansion for Low Temperature Free Energy Computation ⋮ Jarzynski's equality, fluctuation theorems, and variance reduction: mathematical analysis and numerical algorithms ⋮ A reduction scheme for coupled Brownian harmonic oscillators
This page was built for publication: Model reduction algorithms for optimal control and importance sampling of diffusions