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http://ir.ncue.edu.tw/ir/handle/987654321/11127
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題名: | Improvement of transient response using GA with a weighed integral absolute error objective function |
作者: | Chen, Liang‐Rui |
貢獻者: | 電機工程系 |
關鍵詞: | Genetic algorithm;Objective function;Weighted integral absolute error |
日期: | 2005-09
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上傳時間: | 2012-06-05T04:33:26Z
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出版者: | 中華民國航空太空學會 |
摘要: | The typical transient response criteria (e.g., IAE, ISE, IATE, ISTE) used as an objective function in a Genetic Algorithm (GA) cannot get a fast transient response without overshoot, although the GA with many attractive features such as effective, robust and easy programming is wildly applied to optimize the parameters in a control system. This paper thus proposes a Weighted Integral Absolute Error (WIAE) criterion to solve this problem. Experimental results show that the proposed WIAE can really help GA to get a more suitable set of parameters to effectively improve the transient response for servo control systems. |
關聯: | Transactions of the Aeronautical and Astronautical Society of the Republic of China, 37(3): 239-245 |
顯示於類別: | [電機工程學系] 期刊論文
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