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| 基于人工神经网络的赤潮预测模型 | |
| 引用本文： | 马玉梅,高静宇,王清华.基于人工神经网络的赤潮预测模型[J].海洋预报,2007,24(1):38-44. |
| 作者姓名： | 马玉梅 高静宇 王清华 |
| 作者单位： | 1. 大连民族学院理学院,大连,1166001 2. 河北师范大学计算中心,石家庄,0500162 3. 博涵前锋科技(大连)有限公司,11660O |
| 摘 要： | 本文利用非线性时间序列预测模型,将海洋预报和人工神经网络BP算法相结合,提出了基于神经网络的海洋预报模型;运用改进的三层BP(Back Propagation)神经网络模型对海洋气象进行赤潮灾害监测和预报;同时针对仿真结果进行分析,结果表明该模型具有较好的预测能力。 |
| 关 键 词： | 赤潮 人工神经网络 环境因子 赤潮预报 |
| 文章编号： | 1003-0239(2007)1-0038-07 |
| 修稿时间： | 2006-01-09 |
Forecast model for red tide on artificial neural network |
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| MA Yu-mei,GAO Jing-yu,WANG Qing-huan.Forecast model for red tide on artificial neural network[J].Marine Forecasts,2007,24(1):38-44. | |
| Authors: | MA Yu-mei GAO Jing-yu WANG Qing-huan |
| Institution: | 1. Natural Science College of Dalian Nationalities University, dalian 116600 China; 2. BHR-FRONTLINE Technologies (Dalian |
| Abstract: | This paper bring forward a forecast model for ocean predict by combining nonlinear time sequence and artificial neural network.Using this model to make a forecast the rid tide of ocean and giving an analysis to the imitate result.It show that the model is provided with better ability for forecast. |
| Keywords: | Red tide Artificial neural network Environment factors Prediction of red tide |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |