دانلود مقاله ISI انگلیسی شماره 79517
ترجمه فارسی عنوان مقاله

برنامه ریزی دینامیکی دوگانه اوریستی برای سیستم های نامشخص غیر زمانبر غیرخطی با تاخیر در حالت ؟؟

عنوان انگلیسی
Dual Heuristic dynamic Programming for nonlinear discrete-time uncertain systems with state delay ☆
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
79517 2014 8 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Neurocomputing, Volume 134, 25 June 2014, Pages 222–229

چکیده انگلیسی

The paper proposes a novel iterative control scheme based on neural networks for optimally controlling a large class of nonlinear discrete-time systems affected by an unknown time variant delay and system uncertainties. An iterative Dual Heuristic dynamic Programming (DHP) algorithm has been envisaged to design the controller which is proven to converge to the optimal one. The key elements required by the DHP, namely the performance index function, the optimal control policy and the nonlinear delay-affected discrete-time system are modeled with feedforward neural networks. Examples demonstrate the validity of the proposed optimal control approach and its effectiveness in dealing with nonlinear time delay situations.