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|Title: ||Genetic algorithm-based fuzzy pulse-pump controller for phase/frequency-locked Loop servomechanism|
|Authors: ||Hsieh, G. C.;Lee, H. M.;Chen, Liang‐Rui;Penth, Y. J.|
|Issue Date: ||2012-06-05T06:50:26Z
|Abstract: ||A fuzzy-clustering-based genetic algorithm (FC-GA) is presented to build a genetic algorithmbased fuzzy pulse-pump controller (GA-FPPC) for|
achieving fuzzy control-based phaselfrequency-locked servomechanism (FC-PFLS). A weighted integral absolute error (WIAE) is presented as the objective function of PC-GA for optimizing the locking behavior of the genetic algorithm-based FC-PFLS (GFC-PFLS). A mixed elitist anld fuzzy clustering selection strategy is proposed to achieve high diversity of the FC-GA. A tuning strategy by FC-GA can minimize the overshoot
and fast the locking performance of the GFC-PFLS. A design example of two-dimensional X-Y mode GFCPFLS is realized. Simulation and experiment are conducted to assess the system performance, which is close to the theoretical prediction.
|Relation: ||24th Annual Conference of the IEEE: Industrial Electronics Society, 1998. IECON '98, Aug. 31-Sept. 4, 1998: 81-86|
|Appears in Collections:||[電機工程學系] 會議論文|
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