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Stabilizing Controller Design for a Special Class of PWA Systems using Discontinuous Piecewise Quadratic Lyapunov Functions
Author(s) -
Hesam Sajjadi,
Reihaneh Kardehi Moghaddam,
Najmeh Eghbal
Publication year - 2015
Publication title -
international journal of computer applications
Language(s) - English
Resource type - Journals
ISSN - 0975-8887
DOI - 10.5120/19848-1714
Subject(s) - piecewise , computer science , class (philosophy) , quadratic equation , lyapunov function , control theory (sociology) , controller (irrigation) , mathematical optimization , control (management) , mathematics , artificial intelligence , nonlinear system , mathematical analysis , physics , agronomy , geometry , quantum mechanics , biology
this paper a new controller is proposed to stabilize an especial class of hybrid piecewise affine systems. In this study, for the first time, the stabilizing controller is designed based on discontinuous piecewise quadratic Lyapunov functions which decrease the conservation and propose a wider class of applicable Lyapunov functions as it omits the continuity condition in boundary points compared to continuous piecewise quadratic Lyapunov functions. In addition the stability conditions are formulated in the form of Bilinear Matrix Inequalities (BMI) problem. To solve the proposed problem, BMI is defined in the form of a multi-objective nonlinear optimization problem which has been solved through using genetic Algorithm (GA).

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