Title :
Neural control of nonlinear systems by frequency response
Author :
Pinheiro, Carlos ; Gomide, Fernando
Author_Institution :
Fed. Eng. Sch. of Itajuba, Brazil
Abstract :
The purpose of this paper is to introduce a methodology for analysis and design of nonlinear control systems using neural networks and frequency response information. The approach is grounded in solid control engineering practice and notions, and provides a natural design procedure that establishes strong conceptual links between neural networks and control theory and practice
Keywords :
control system synthesis; feedback; frequency response; neurocontrollers; nonlinear control systems; feedback; frequency response; neural networks; neurocontrol; nonlinear control systems; Control system synthesis; Control systems; Error correction; Filters; Frequency domain analysis; Frequency response; Neural networks; Nonlinear control systems; Nonlinear equations; Nonlinear systems;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.832714
