A modified Hammerstein modeling by the differential evolution algorithm

This paper focuses on the nonlinear system modeling based on using a modified Hammerstein system model. The proposed Hammerstein structure is composed of a bilinear neural network (BNN) and a recursive digital system in the cascaded form. The former is taken to be the nonlinear function part of the...

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Vydáno v:	Signal, image and video processing Ročník 18; číslo 6-7; s. 5099 - 5112
Hlavní autor:	Chang, Wei-Der
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	London Springer London 01.08.2024 Springer Nature B.V
Témata:	Algorithms Back propagation Computer Imaging Computer Science Continuously stirred tank reactors Evolutionary algorithms Evolutionary computation Image Processing and Computer Vision Mathematical models Modelling Multimedia Information Systems Neural networks Nonlinear systems Optimization Original Paper Parameter estimation Pattern Recognition and Graphics Recurrent neural networks Signal,Image and Speech Processing Simulation Subsystems Vision System modeling Recursive digital system Hammerstein model Differential evolution algorithm Bilinear neural network
ISSN:	1863-1703, 1863-1711
On-line přístup:	Získat plný text
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