A Fokker-Planck approach to control collective motion

作者：Roy Souvik^*; Annunziato Mario; Borzi Alfio; Klingenberg Christian

来源：Computational Optimization and Applications, 2018, 69(2): 423-459.

DOI：10.1007/s10589-017-9944-3

• Fokker-Planck equation
• Alternate direction method
• Chang-Cooper scheme
• Projected gradient method
• Control constrained PDE optimization

A Fokker-Planck control strategy for collective motion is investigated. This strategy is formulated as the minimisation of an expectation objective with a bilinear optimal control problem governed by the Fokker-Planck equation modelling the evolution of the probability density function of the stochastic motion. Theoretical results on existence and regularity of optimal controls are provided. The resulting optimality system is discretized using an alternate-direction implicit Chang-Cooper scheme that guarantees conservativeness, positivity, stability, and second-order accuracy of the forward solution. A projected non-linear conjugate gradient scheme is used to solve the optimality system. Results of numerical experiments validate the theoretical accuracy estimates and demonstrate the efficiency of the proposed control framework.

• 出版日期2018-3