Evolution of Controllers Under a Generalized Structure Encoding/Decoding Scheme With Application to Magnetic Levitation System

Evolutionary search has been widely implemented for the adjustment of controllers' parameters. Nevertheless, the structure of controllers, which has a more important role in control systems, has been seldom studied. To this end, an evolutionary design method of controllers is proposed to optimi...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) Jg. 69; H. 9; S. 9655 - 9666
Hauptverfasser:	Xin, Bin, Wang, Yipeng, Xue, Wenchao, Cai, Tao, Fan, Zhun, Zhan, Jiaoyang, Chen, Jie
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Automatic design of controllers Combinatorial analysis Control systems Controllers Design methodology Design parameters disturbance-rejection Dynamical systems Encoding-Decoding Evolutionary design method intelligent optimization algorithms Magnetic levitation magnetic levitation system (MLS) Magnetic levitation systems mixed-variable optimization Nonlinear dynamics Optimization Periodic structures Real numbers Signal processing Tuning
ISSN:	0278-0046, 1557-9948
Online-Zugang:	Volltext
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