A self-organizing RBF neural network based on distance concentration immune algorithm

Radial basis function neural network &#x0028 RBFNN &#x0029 is an effective algorithm in nonlinear system identification. How to properly adjust the structure and parameters of RBFNN is quite challenging. To solve this problem, a distance concentration immune algorithm &#x0028 DCIA &#...

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Veröffentlicht in:	IEEE/CAA journal of automatica sinica 2020-01, Vol.7 (1), p.276-291
Hauptverfasser:	Qiao, Junfei, Li, Fei, Yang, Cuili, Li, Wenjing, Gu, Ke
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Antibodies Approximation algorithms Biological neural networks Convergence Data processing Immune system IP networks Neural networks Neurons Nonlinear systems Parameter identification Prediction algorithms Radial basis function System identification
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