کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4639538 1341238 2013 21 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A Fokker–Planck control framework for multidimensional stochastic processes
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
A Fokker–Planck control framework for multidimensional stochastic processes
چکیده انگلیسی

An efficient framework for the optimal control of probability density functions (PDFs) of multidimensional stochastic processes is presented. This framework is based on the Fokker–Planck equation that governs the time evolution of the PDF of stochastic processes and on tracking objectives of terminal configuration of the desired PDF. The corresponding optimization problems are formulated as a sequence of open-loop optimality systems in a receding-horizon control strategy. Many theoretical results concerning the forward and the optimal control problem are provided. In particular, it is shown that under appropriate assumptions the open-loop bilinear control function is unique. The resulting optimality system is discretized by the Chang–Cooper scheme that guarantees positivity of the forward solution. The effectiveness of the proposed computational framework is validated with a stochastic Lotka–Volterra model and a noised limit cycle model.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Computational and Applied Mathematics - Volume 237, Issue 1, 1 January 2013, Pages 487–507
نویسندگان
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