Title :
Genetic algorithm plug-in controller for the ConnoisseurTM control package
Author :
Woolley, I. ; Kambhampati, C. ; Sandoz, D. ; Warwick, K.
Author_Institution :
Predictive Control Ltd., UK
Abstract :
The modelling and control of systems with linear mathematics is a well established field. However, for applications in the real world, the development of nonlinear modelling and control techniques continues. The paper describes the development of a genetic algorithm (GA) based nonlinear control strategy. The control problem is outlined, an overview of genetic algorithms is given, and the use of a genetic algorithm as a controller is explained. Example results are shown, with comments about the various factors that affect the performance of the controller, and the practical implementation of the controller
Keywords :
computerised control; Connoisseur control package; GA based nonlinear control strategy; control techniques; genetic algorithm plug-in controller; linear mathematics; nonlinear modelling; performance; practical implementation;
Conference_Titel :
Genetic Algorithms in Engineering Systems: Innovations and Applications, 1997. GALESIA 97. Second International Conference On (Conf. Publ. No. 446)
Conference_Location :
Glasgow
Print_ISBN :
0-85296-693-8
DOI :
10.1049/cp:19971210