Controller tuning using evolutionary multi-objective optimisation: Current trends and applications
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- 作者：Gilberto Reynoso-Meza ; gilreyme@upv.es" class="auth_mail ; ; Xavier Blasco ; Javier Sanchis ; Miguel Martí ; nez
- 关键词：Evolutionary multi-objective optimisation ; Multi-objective evolutionary algorithms ; Multi-criteria decision making ; Multi-objective optimisation design procedure ; Controller tuning
- 刊名：Control Engineering Practice
- 出版年：July 2014
- 年：2014
- 卷：28
- 期：Complete
- 页码：58-73
- 全文大小：739 K
文摘
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We show current applications of evolutionary multiobjective optimisation (EMO).
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We focus on PID, predictive, fuzzy and state space feedback controller tuning.
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EMO has to be employed in a holistic multiobjective optimisation design procedure.
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We identify possible trends and research topics of EMO for controller tuning.