http://scholars.ntou.edu.tw/handle/123456789/18141
標題: | Nonlinear System Identification by Evolutionary Computation and Recursive Estimation Method | 作者: | Jih-Gau Juang Bo-Shian Lin |
關鍵字: | nonlinear systems;Evolutionary computation;Recursive estimation;Resonance light scattering;System identification;Convergence;parameter estimation;Mathematical model;Genetic programming;Control system analysis | 公開日期: | 8-六月-2005 | 出版社: | IEEE | 起(迄)頁: | 5073-5078 | 會議論文: | Proceedings of the 2005, American Control Conference, 2005. Portland, OR, USA |
摘要: | Nonlinear system identification using evolutionary computation and recursive estimation method is presented. Four different recursive estimation methods, recursive least-squares, recursive least-squares with exponential forgetting, stochastic algorithm, and projection algorithm, combined with evolution algorithm are used in this study. Conventional system identification using recursive estimation methods are also given for comparison. After test, the proposed scheme has better convergence and accuracy on parameter estimation than the conventional estimation method. |
URI: | http://scholars.ntou.edu.tw/handle/123456789/18141 | ISBN: | Print ISBN:0-7803-9098-9 Electronic ISBN:0-7803-9099-7 |
ISSN: | Print ISSN: 0743-1619 Electronic ISSN: 2378-5861 |
DOI: | 10.1109/ACC.2005.1470820 |
顯示於: | 通訊與導航工程學系 |
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