Neural networks for linear control: An analysis

✍ Scribed by Kevin Warwick

• Book ID: 103897774
• Publisher: Elsevier Science
• Year: 1996
• Tongue: English
• Weight: 460 KB
• Volume: 41
• Category: Article
• ISSN: 0378-4754
• DOI: 10.1016/0378-4754(95)00056-9

✦ Synopsis

This paper considers the use of radial basis function and multi-layer perceptron networks for linear or linearizable, adaptive feedback control schemes in a discrete-time environment. A close look is taken at the model structure selected and the extent of the resulting parameterization. A comparison is made with standard, nonneural network algorithms, e.g. self-tuning control.