IEEE - Institute of Electrical and Electronics Engineers, Inc. - Recurrent neural network optimization for model predictive control

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

Author(s): Liyan Zhang ; Shuhai Quan ; Kui Xiang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Hong Kong, China
Conference Date: 1 June 2008
Page(s): 751 - 757
ISBN (CD): 978-1-4244-1821-3
ISBN (Paper): 978-1-4244-1820-6
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2008.4633880
Regular:

High computational burden in solving quadratic programming problem is a major obstacle when we apply model predictive control to industrial process. Recurrent neural networks offer a new quadratic... View More

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