| 基于遗传程序设计的作物干旱程度评估模型 |
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| 引用本文： | 段春青,张世宝,邱林,陈晓楠.基于遗传程序设计的作物干旱程度评估模型[J].节水灌溉,2008(1):41-43. |
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| 作者姓名： | 段春青 张世宝 邱林 陈晓楠 |
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| 作者单位： | 1. 华北水利水电学院水利系,河南,郑州,450011
2. 西安理工大学水利水电学院,陕西,西安,710048 |
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| 基金项目： | 河南省高校杰出科研人才创新工程项目 |
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| 摘 要： | 基于遗传程序拟合非线性函数的思想,建立了量化计算作物干旱程度的遗传程序模型.该方法通过演化计算自动寻找最优的模型结构,不但可以准确地反映出干旱对作物造成的产量损失,而且避免了预先建立具体数学表达式及求解参数的不便.实例表明:遗传程序设计的作物干旱程度量化模型,具有较大的灵活性和智能性,拟合精度高,可为农业干旱风险评估提供科学的依据和坚实的基础.
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| 关 键 词： | 作物干旱 遗传程序设计 风险评估 |
| 文章编号： | 1007-4929（2008）01-0041-03 |
| 收稿时间： | 2007-03-13 |
| 修稿时间： | 2007年3月13日 |
Crop Drought Degree Evaluation Model Based on Genetic Programming |
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| DUAN Chun-qing,ZHANG Shi-bao,QIU Lin,CHEN Xiao-nan.Crop Drought Degree Evaluation Model Based on Genetic Programming[J].Water Saving Irrigation,2008(1):41-43. |
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| Authors: | DUAN Chun-qing ZHANG Shi-bao QIU Lin CHEN Xiao-nan |
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| Abstract: | Based on the thought of using genetic programming for nonlinear function fitting, a genetic programming model, which can quantificationally reflect the crop drought degree, is established in this paper. The model can automatically find the optimal model structure through evolutionary algorithm. So it not only can accurately reflect the crop yield loss caused by drought, but also can avoid the inconvenience of establishing concrete expression and solving parameters. Research shows that the crop drought degree evaluation model based on genetic programming has high accuracy, flexibility and intelligence. The model can supply scientific basis for the risk evaluation of agricultural drought. |
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| Keywords: | crop drought genetic programming risk evaluation |
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