Commenced in January 2007
Paper Count: 30069
Evolutionary Design of Polynomial Controller
Abstract:In the control theory one attempts to find a controller that provides the best possible performance with respect to some given measures of performance. There are many sorts of controllers e.g. a typical PID controller, LQR controller, Fuzzy controller etc. In the paper will be introduced polynomial controller with novel tuning method which is based on the special pole placement encoding scheme and optimization by Genetic Algorithms (GA). The examples will show the performance of the novel designed polynomial controller with comparison to common PID controller.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1054950Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF
 Aström, K. J., Bernardson,, B., Ringdhal, A.: Solution using robust adaptive pole placement. In: Proc. European Control Conference (ECC-91), Grenoble 1991, pp. 1341-2346
 Aström, K. J., Wittenmark, B.: Computer Controlled Systems, Theory and Design. Prentice Hall, Englewood Cliffs, N.J. 1990
 D Goldberg, "Genetic Algorithm. in Search, Optimization and Machine Learning", Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA, 1989.
 R. Grepl. J. Vejlupek. V. Lambersky. M. Jasansky. F. Vadlejch. P. Coupek. P. "Development of 4WS/4WD Experimental Vehicle: platform for research and education in mechatronics". IEEE International Conference on Mechatronics. ICM 2011-13-15, 2011.
 T. Gusner, J. Adamy, "Controller Design for polynomial Systems with Input Constraints", In Joint 48th IEEE Conference on Decision Control and 28th Chinese Control Conference, Schanghai, P.R.China, 2009.
 Z. Oplatkova, R. Senkerik, I. Zelinka, "Synthesis of Control Rule for Synthesized Chaotic System by means of Evolutionary Techniques", in 16th Int. Conference on Soft Computing, pp.91-98, Brno, 2010.
 R. Matousek, "GAHC, Improved Genetic Algorithm", in the Springer book series (Eds.: Krasnogor, et al.) Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), Volume 129, 2008, XIV, pp. 114-125., ISSN 1860-949X, Springer Berlin, 2008.
 P. Pivonka, V. Veleba, M. Seda, P. Osmera, R. Matousek, "The short Sampling Period in Adaptive Control", in Proc. of the IAENG Int. conference WCECS 2009, pp.724-729, San Francisco, 2009.