A Combination Model of Theil Coefficient and Induce Ordered Weighted Averaging (IOWA) Operator Based on Improved Bee Colony Algorithm

A combination model of Theil coefficient and Induce Ordered Weighted Averaging (IOWA) operator based on improved bee colony algorithm is proposed by introducing the Theil coefficient, IOWA arithmetic operators and bee colony algorithm. The model is built from correlation angle, and adopts IOWA arith...

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Veröffentlicht in:Applied Mechanics and Materials 2014-09, Vol.644-650, p.1547-1550
Hauptverfasser: Gong, Wei Xiang, Chen, Guo Chu, Feng, Zhao Hong
Format: Artikel
Sprache:eng
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Zusammenfassung:A combination model of Theil coefficient and Induce Ordered Weighted Averaging (IOWA) operator based on improved bee colony algorithm is proposed by introducing the Theil coefficient, IOWA arithmetic operators and bee colony algorithm. The model is built from correlation angle, and adopts IOWA arithmetic operators to make the weight coefficient of each model only related to prediction accuracy of the point at every time and has nothing to do with the prediction method. The optimal weight coefficient can be decided through bee colony algorithm, it can be showed that this model can reflect the wind power trend preferably, with which the prediction accuracy can be improved significant
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.644-650.1547