An Online Algorithm for Controlling a Monotone Wiener System

摘要：

This paper proposes and studies an online algorithm (扤ORTKNAR? For controlling a monotone Wiener system to a given level. Such systems consist of a FIR model, followed by a monotonically in- or decreasing nonlinear static function. We consider phenomena which obey such system up to stochastic perturbations. We study almost sure convergence under weak regularity assumptions. Theoretical results are complemented by empirical results on the control of a PharmacoKinetics-PharmacoDynamic (PK-PD) system regulating concentrations of levuodopa in the bloodstream. Finally, we indicate how those ideas find application to regulating the rate of events in pulsatile systems.

关键词： Online algorithm pharmacokinetics-pharmacodynamic model Wiener system.

作者: Liang Dai Kristiaan Pelckmans

作者单位: Information Technology, Uppsala University, Sweden, SE 751 05

会议类型: 国际会议

会议名称: The 24th Chinese Control and Decision Conference (第24届中国控制与决策学术年会 2012 CCDC)

会议地点: 太原

会议语种:英文

页码: 1597-1602

在线出版日期: 2012-05-23（万方平台首次上网日期，不代表论文的发表时间）