کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
390935 661320 2009 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Nonlinear system identification via Laguerre network based fuzzy systems
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Nonlinear system identification via Laguerre network based fuzzy systems
چکیده انگلیسی

In this study, identification of nonlinear systems via Laguerre network based fuzzy model is introduced. We first describe the proposed modeling approach in detail and suggest a fast learning scheme for its training. The proposed approach is applied in three dynamic system modeling problems including Box–Jenkins gas furnace data and forced Van der Pol oscillator. When we compare the performance of the proposed approach against the classical Sugeno and adaptive network based fuzzy inference system modeling, our approach is found to have superior modeling performance and generalization capability.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 160, Issue 24, 16 December 2009, Pages 3518-3529