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Online identification of nonlinear multivariable processes using self-generating RBF neural networks

โœ Scribed by Karim Salahshoor; Amin Sabet Kamalabady

Book ID
112006833
Publisher
John Wiley and Sons
Year
2010
Tongue
English
Weight
358 KB
Volume
12
Category
Article
ISSN
1561-8625

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This paper presents a new method for on-line identification of exact affine model for multivariable processes with nonlinear and time-varying behaviors. A self-generating radial basis function (RBF) neural network trained by growing and pruning algorithm for RBF (GAP-RBF) is utilized for deriving th