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应用模糊回归模型预测玉米蚜的种群动态
Forecast the Population Dynamics of the Corn Aphid by Fuzzy Regression Model
【摘要】 在研究昆虫生态,对害虫的发生进行预测时,并不要求预测得到十分精确的数值,且也难以得到,只要预测出害虫的发生趋势即可,模糊理论对处理此类问题有独特优势。提出应用模糊回归技术,针对山东宁阳1989-2004年的历史资料,建立玉米蚜的种群动态预测模糊回归模型。同时与利用多元线性回归模型分析预测的结果进行比较,从比较看出用模糊回归模型进行预测有更高的准确性和更好的适用性,证明了新模型的有效性。
【Abstract】 Studing of insect ecology,predicting the pest occurrence,it does not require forecast the precise value,and it is difficult to get.So we only need forecast the pest occurrence trend.Fuzzy theory to deal with this problems has unique advantage.By using the technique of Fuzzy Regression,pointing at the data of 16 years,from 1989~2004,in Ningyang,Shandong province.The Fuzzy Regression model(FRM) is built to forecast the population dynamics of the corn aphid.Meanwhile the result of Fuzzy Regression model is contrasted to the result of multivariate linear regression model.The Fuzzy Regression model is proved to have higher veracity and better applicability.It’s proved that the new model is verified.
- 【文献出处】 石河子大学学报(自然科学版) ,Journal of Shihezi University(Natural Science) , 编辑部邮箱 ,2009年01期
- 【分类号】S435.132
- 【被引频次】4
- 【下载频次】376