Optimal control for nonlinear continuous systems by adaptive dynamic programming based on fuzzy basis functions
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- 作者：Jilie Zhang ; a ; jilie0226@163.com" class="auth_mail" title="E-mail the corresponding author ; Hongjing Liangb ; Tao Fengc
- 关键词：Fuzzy adaptive dynamic programming ; Fuzzy basis function ; Nonlinear continuous system ; Optimal control
- 刊名：Applied Mathematical Modelling
- 出版年：2016
- 出版时间：July 2016
- 年：2016
- 卷：40
- 期：13-14
- 页码：6766-6774
- 全文大小：603 K
文摘
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A novel hybird optimal control method is proposed to avoid the requirement of the internal dynamics.
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Here expert experience and machine learning algorithms can both be involved in constructing the approximator parameters.
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FBFs own better performance and are more widely used in real applications as approximator.