TIMESERIES PREDICTION MODEL CONSISTING OF ARTIFICIAL NEURAL NETWORK AND GENETIC ALGORITHM* |
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| Authors: | Guo Guang Yah Shaojin Jin Long |
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| Affiliation: | Department of Basic Courses, Nanjing Institute of Meteorology, Nanjing 210044;Department of Basic Courses, Nanjing Institute of Meteorology, Nanjing 210044;Institute of Meteorological Sciences, Nanjing 210008 |
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| Abstract: | The paper introduces the basic concept and flow diagram of genetic algorithm(GA) and the merits and demerits of artificial neural network(ANN) as a timeseries prediction model and thereupon developed is a new model with ANN and GA in combination. Eventually, calculations are presented with the results and model examined. |
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| Keywords: | artificial neural network(ANN) genetic algorithm(GA) prediction |
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