| 人工神经网络与遗传算法结合的时间序列预测模式 |
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| 引用本文： | 赵远东,郭光.人工神经网络与遗传算法结合的时间序列预测模式[J].南京气象学院学报,1997,20(3):375-381. |
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| 作者姓名： | 赵远东 郭光 |
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| 作者单位： | [1]南京气象学院气象学系 [2]南京气象学院基础科学系 |
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| 摘 要： | 介绍了遗传算法的基本概念和流程，阐述了人工神经网络作为时间序列预测模式的可行性和不足之处，并提出了人工网络与遗传算法相结合的时间序列预测模式，最后给出了该算法的计算结果，并对结果和模式作了讨论。
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| 关 键 词： | 人工神经网络 遗传算法 时间序列 预测模式 |
TIMESERIES PREDICTION MODEL FROM THE COMBINATION OF ARTIFICIAL NEURAL NETWORK AND GENETIC ALGORITHM |
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| Zhao Yuandong.TIMESERIES PREDICTION MODEL FROM THE COMBINATION OF ARTIFICIAL NEURAL NETWORK AND GENETIC ALGORITHM[J].Journal of Nanjing Institute of Meteorology,1997,20(3):375-381. |
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| Authors: | Zhao Yuandong |
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| Abstract: | Introduced are the basic concept and performance of genetic algorithm and documented are the feasibility and limitation of artificial neural network used as a timeseries prediction model, whereupon is proposed a scheme of both techniques in combination for predictive purpose, along with the calculations and discussion of the model and results. |
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| Keywords: | artificial neural network (ANN) genetic algorithm (GA) prediction |
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