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遗传门限回归模型在河道洪水预报中的应用
引用本文:金菊良,杨晓华,金保明. 遗传门限回归模型在河道洪水预报中的应用[J]. 水电能源科学, 2000, 18(1): 1-4
作者姓名:金菊良  杨晓华  金保明
作者单位:1. 四川大学,水电学院,四川,成都,610065
2. 河海大学,数学物理系,江苏,南京,210098
3. 福建省南平市水电局防汛办,福建,南平,353000
基金项目:国家自然科学基金! ( 49871 0 1 8),中国博士后科学基金,四川大学高速水力学国家重点实验室开放基金!( 990 4 )
摘    要:提出了基于遗传算法的一套操作简便、通用的TR建模方案,并成功地将TR模型用于相应流量法去预测洪水,实例计算的结果说明其可行性和有效性。

关 键 词:洪水预报 非线性 门限回归模型 遗传算法 河道
修稿时间:1999-11-09

Application of Genetic Threshold Regressive Model to Forecast River Flood
JIN Ju-liang,YANG Xiao-hu,JIN Bao-ming. Application of Genetic Threshold Regressive Model to Forecast River Flood[J]. International Journal Hydroelectric Energy, 2000, 18(1): 1-4
Authors:JIN Ju-liang  YANG Xiao-hu  JIN Bao-ming
Abstract:Threshold regressive(TR)model is suggested to describe the complex nonlinear relations between upper reach flood peak discharge and lower one of a river,and a simple and general scheme is presented to deduce TR model.Both threshold values and regressive coefficients of TR model can be optimized with accelerating genetic algorithm proposed by the authors,and the difficulty problem of modeling of TR can be resolved,which gives a strong tool for wide use of modeling of TR can be resolved,which gives a strong tool for wide use of TR model.The example shows that the scheme is practical and efficient,and that TR model can effectively control and reduce model errors,and ensure good forecasting stability and accuracy of the model by means of the threshold valves.The method can be applied to forecast nonlinear time series in various engineering practices.
Keywords:flood forecast  forecasting method of corresponding discharge  nonlinear  threshold regressive model  genetic algorithm
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