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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Bibliographic Details
Published in:	Signal, image and video processing Vol. 18; no. 6-7; pp. 5099 - 5112
Main Author:	Chang, Wei-Der
Format:	Journal Article
Language:	English
Published:	London Springer London 01.08.2024 Springer Nature B.V
Subjects:	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
Online Access:	Get full text
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