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| 基于神经网络数据挖掘的红色籽用西瓜亲本选择方法研究 | |
| 引用本文： | 程磊,李绍稳,樊建峰,汪伟伟. 基于神经网络数据挖掘的红色籽用西瓜亲本选择方法研究[J]. 生物信息学, 2009, 7(2): 140-142 |
| 作者姓名： | 程磊 李绍稳 樊建峰 汪伟伟 |
| 作者单位： | 1. 亳州职业技术学院,安徽,亳州,236800 2. 安徽农业大学信息学院 3. 安徽农业大学园艺学院,合肥,230036 |
| 基金项目： | 安徽省自然科学基金项目 |
| 摘 要： | 根据多年来红色籽用西瓜自交系育种过程中，积累的多代性状复杂、数量庞大的种质资源及数据，利用数据挖掘中的反向传播（Back propagation，BP）神经网络方法，建立红色籽用西瓜BP神经网络模型。以红籽瓜数量性状作为预测依据，选择出具有丰产性状的红籽瓜亲本材料，为育种工作者进行亲本选择时提供一种新的途径和方法。 |
| 关 键 词： | 红色籽用西瓜 BP神经网络 数据挖掘 单瓜种子重 亲本选择 |
The parent selection of red-seed-using watermelon based on data mining by neural network |
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| CHENG Lei,LI Shao-wen,FAN Jian-feng,WANG Wei-wei. The parent selection of red-seed-using watermelon based on data mining by neural network[J]. Chinese Journal of Bioinformatics, 2009, 7(2): 140-142 | |
| Authors: | CHENG Lei LI Shao-wen FAN Jian-feng WANG Wei-wei |
| Affiliation: | 1. BoZhou Vocational and Technical College, Bozhou 236800, China ; 2. School of Information Technology Anhui Agricultural University, Hefei 230036, China ; 3. School of Horticalture Anhui Agricultural University, Hefei 230036, China) |
| Abstract: | After red- seed - using inbreds breeding for many years, huge quantity of germplasm resource and data of many generation with complicated characteristic were collected. BP neural networks were used to estabhsh red- seed- using watermelon BP neural networks model, which could help to select parents with high produce characteristic based on quantity characteristic and provide a new method for breed experts to select parent. |
| Keywords: | Red - seed - using watermelon BP neural networks Data Mining single - fruit seed - weight parent selection |
| 本文献已被 维普 万方数据 等数据库收录！ | |