IEEE - Institute of Electrical and Electronics Engineers, Inc. - Nonlinear Multi-step Predictive Control Based on Least Squares Support Vector Machine

2009 Second International Conference on Intelligent Networks and Intelligent Systems (ICINIS)

Author(s): Zhang Yan ; Huang Lei ; Wang Gui-ling ; Yang Peng
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2009
Conference Location: Tianjian, China, China
Conference Date: 1 November 2009
Page(s): 86 - 89
ISBN (CD): 978-0-7695-3852-5
ISBN (Paper): 978-1-4244-5557-7
DOI: 10.1109/ICINIS.2009.31
Regular:

A multi-step predictive control algorithm based on least squares support vector machines (LS-SVM) model for complex systems with strong nonlinearity is presented. The nonlinear offline model of... View More

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