Construction of GMDH-based Prediction model using GA
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概要
- 論文の詳細を見る
Abstract Time series prediction by combining GMDH and Genetic Algorithm (GA) is developed. GMDH combines a simple nonlinear method and built model using GA automatically. The proposed model is compared with GP-based model with bench marks of Mackey-Glass chaos, and sunspots. The prediction methods are evaluated from the viewpoint of minimum prediction error and average prediction error. The proposed model is able to obtain the result better than other methods, or is the same than other methods.
- 宮崎大学の論文
著者
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OHTA Kouji
Department of Astronomy, Kyoto University
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Ohta Kakehiro
Graduate School Of Engineering University Of Miyazaki
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Ohta Kouji
Department Of Astronomy Faculty Of Science Kyoto University
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Yoshihara Ikuo
Department of Computer Science and Systems Engineering, Faculty of Engineering, Miyazaki University
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Yamamori Kunihito
Department of Computer Science and Systems Engineering, Faculty of Engineering, Miyazaki University
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Yoshihara Ikuo
Department Of Computer And Science And Systems Engineering Miyazaki University
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Kamimai Yoshiyuki
Faculty Of Engineering University Of Miyazaki
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Yamamori Kunihito
Department Of Computer And Science And Systems Engineering Miyazaki University
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Ohta Kouji
Department Of Computer Science And Systems Engineering Faculty Of Engineering Miyazaki University
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