Using a projection-based decoupling of the Fokker−Planck equation, control strategies that allow to speed up the convergence to the stationary distribution are investigated. By means of an operator theoretic framework for a bilinear control system, two different feedback control laws are proposed. Projected Riccati and Lyapunov equations are derived and properties of the associated solutions are given. The well-posedness of the closed loop systems is shown and local and global stabilization results, respectively, are obtained. An essential tool in the construction of the controls is the choice of appropriate control shape functions. Results for a two dimensional double well potential illustrate the theoretical findings in a numerical setup.
Mots clés : Fokker−Planck equation, bilinear control systems, Lyapunov functions, Riccati equation, Lyapunov equation
@article{COCV_2018__24_2_741_0, author = {Breiten, Tobias and Kunisch, Karl and Pfeiffer, Laurent}, title = {Control strategies for the {Fokker\ensuremath{-}Planck} equation}, journal = {ESAIM: Control, Optimisation and Calculus of Variations}, pages = {741--763}, publisher = {EDP-Sciences}, volume = {24}, number = {2}, year = {2018}, doi = {10.1051/cocv/2017046}, zbl = {1403.35298}, mrnumber = {3816413}, language = {en}, url = {http://www.numdam.org/articles/10.1051/cocv/2017046/} }
TY - JOUR AU - Breiten, Tobias AU - Kunisch, Karl AU - Pfeiffer, Laurent TI - Control strategies for the Fokker−Planck equation JO - ESAIM: Control, Optimisation and Calculus of Variations PY - 2018 SP - 741 EP - 763 VL - 24 IS - 2 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/cocv/2017046/ DO - 10.1051/cocv/2017046 LA - en ID - COCV_2018__24_2_741_0 ER -
%0 Journal Article %A Breiten, Tobias %A Kunisch, Karl %A Pfeiffer, Laurent %T Control strategies for the Fokker−Planck equation %J ESAIM: Control, Optimisation and Calculus of Variations %D 2018 %P 741-763 %V 24 %N 2 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/cocv/2017046/ %R 10.1051/cocv/2017046 %G en %F COCV_2018__24_2_741_0
Breiten, Tobias; Kunisch, Karl; Pfeiffer, Laurent. Control strategies for the Fokker−Planck equation. ESAIM: Control, Optimisation and Calculus of Variations, Tome 24 (2018) no. 2, pp. 741-763. doi : 10.1051/cocv/2017046. http://www.numdam.org/articles/10.1051/cocv/2017046/
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