Abstract
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 widely 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.
| Original language | English |
|---|---|
| Pages (from-to) | 239-246 |
| Number of pages | 8 |
| Journal | Zhongguo Hangkong Taikong Xuehui Huikan/Transactions of the Aeronautical and Astronautical Society of the Republic of China |
| Volume | 37 |
| Issue number | 3 |
| Publication status | Published - 2005 Sep 1 |
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All Science Journal Classification (ASJC) codes
- Aerospace Engineering
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Improvement of transient response using GA with a weighed integral absolute error objective function. / Chen, Liang-Rui.
In: Zhongguo Hangkong Taikong Xuehui Huikan/Transactions of the Aeronautical and Astronautical Society of the Republic of China, Vol. 37, No. 3, 01.09.2005, p. 239-246.Research output: Contribution to journal › Article
TY - JOUR
T1 - Improvement of transient response using GA with a weighed integral absolute error objective function
AU - Chen, Liang-Rui
PY - 2005/9/1
Y1 - 2005/9/1
N2 - 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 widely 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.
AB - 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 widely 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.
UR - http://www.scopus.com/inward/record.url?scp=27744453928&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=27744453928&partnerID=8YFLogxK
M3 - Article
VL - 37
SP - 239
EP - 246
JO - Zhongguo Hangkong Taikong Xuehui Huikan/Transactions of the Aeronautical and Astronautical Society of the Republic of China
JF - Zhongguo Hangkong Taikong Xuehui Huikan/Transactions of the Aeronautical and Astronautical Society of the Republic of China
SN - 1022-0666
IS - 3
ER -