کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
390605 661275 2009 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A membership-function-dependent approach for stability analysis and controller synthesis of Takagi–Sugeno models
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A membership-function-dependent approach for stability analysis and controller synthesis of Takagi–Sugeno models
چکیده انگلیسی

This paper presents a new approach for stability analysis and controller design of Takagi–Sugeno (TS) models. The analysis considers information derived from existing or induced order relations among the membership functions. Partitioning of the state-space and the use of piecewise Lyapunov functions (PWLF) arise naturally as a consequence of induced order relations. Conditions under the novel approach can be expressed as linear matrix inequalities (LMIs) facilitating the inclusion of performance design. Examples are provided to show the advantages over the classical quadratic approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 160, Issue 19, 1 October 2009, Pages 2776-2795