The paper describes a unified algorithm for both parametric and structural identification. The approach combines three typical techniques such as neural networks, statistics and genetic algorithm. A specific structure of the neural network is used that allows to design a controller directly from parameters of the identified model. The control strategy based on reference model is discussed. Finally, the proposed solution is illustrated by numerical example. © Springer-Verlag 2013.
CITATION STYLE
Belikov, J., Petlenkov, E., Vassiljeva, K., & Nõmm, S. (2013). Computational intelligence methods based design of closed-loop system. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8226 LNCS, pp. 215–224). https://doi.org/10.1007/978-3-642-42054-2_28
Mendeley helps you to discover research relevant for your work.