Title :
Global stability analysis using the method of Reduction Of Dissipativity Domain
Author :
Jafari, Reza ; Hagan, Martin
Author_Institution :
Sch. of Electr. & Comput. Eng., Oklahoma State Univ., Stillwater, OK, USA
fDate :
July 31 2011-Aug. 5 2011
Abstract :
This paper describes a modification to the method of Reduction Of Dissipativity Domain with Linear Boundaries (RODD-LB1) which was introduced by Barabanov and Prokharov [7]. The RODD method is a computational technique for the global stability analysis of nonlinear dynamic systems. In this paper we introduce an extension to the original RODD method that is designed to speed up convergence. The efficiency of the extended algorithm is demonstrated through numerical examples.
Keywords :
nonlinear dynamical systems; recurrent neural nets; stability; RODD method; global stability analysis; linear boundaries; nonlinear dynamic system; recurrent neural network; reduction method; reduction of dissipativity domain; USA Councils;
Conference_Titel :
Neural Networks (IJCNN), The 2011 International Joint Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-9635-8
DOI :
10.1109/IJCNN.2011.6033551
