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Short-Term Wind Speed Forecasting Using Support Vector Regression Optimized by Cuckoo Optimization Algorithm

This paper develops an effectively intelligent model to forecast short-term wind speed series. A hybrid forecasting technique is proposed based on recurrence plot (RP) and optimized support vector regression (SVR). Wind caused by the interaction of meteorological systems makes itself extremely unste...

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Main Authors: Jianzhou Wang, Qingping Zhou, Haiyan Jiang, Ru Hou
Format: Artigo
Jezik:Inglês
Izdano: Hindawi Limited 2015-01-01
Serija:Mathematical Problems in Engineering
Online dostop:http://dx.doi.org/10.1155/2015/619178
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