| 基于改进自适应蚁群小波网络的定制产品成本估算 |
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| 引用本文： | 李果,单汨源,周欣.基于改进自适应蚁群小波网络的定制产品成本估算[J].计算机工程与应用,2006,42(35):81-83,151. |
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| 作者姓名： | 李果 单汨源 周欣 |
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| 作者单位： | 湖南大学,工商管理学院,长沙,410082 |
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| 基金项目： | 国家自然科学基金;湖南省科技厅科技计划 |
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| 摘 要： | 为提高小波网络对定制产品成本估算的精度,在分析小波网络和蚁群算法基本原理基础上,对蚁群算法进行了改进,提出了基于改进自适应蚁群算法的小波网络学习算法。在对定制产品进行成本估算的实例研究中,得出该方法的收敛速度和求解精度都要优于其它传统学习算法,说明该方法在训练小波网络时具有更好的学习能力和估算精度。
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| 关 键 词： | 大规模定制 小波网络 蚁群算法 成本估算 |
| 文章编号： | 1002-8331（2006）35-0081-03 |
| 收稿时间： | 2006-05 |
| 修稿时间： | 2006-05 |
Cost Estimation of Customer-made Product Based on wavelet Network Trained by Modified Auto-adapted Ant Colony Algorithm |
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| LI Guo,SHAN Mi-yuan,ZHOU Xin.Cost Estimation of Customer-made Product Based on wavelet Network Trained by Modified Auto-adapted Ant Colony Algorithm[J].Computer Engineering and Applications,2006,42(35):81-83,151. |
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| Authors: | LI Guo SHAN Mi-yuan ZHOU Xin |
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| Affiliation: | College of Business Administration, Hunan University,Changsha 410082,China |
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| Abstract: | In order to improve the precision of cost estimation in customer-made product based on neural network,ant colony algorithm was modified based on analyzing the fundamental of wavelet network and ant colony algoritllm.Tben a learning algorithm for wavelet network,which was modified auto-adapted ant colony algorithm,was put forward.An application example of customization product cost estimation was given at last.Learning process and precision of the algo- rithm is better than the others,which shows wavelet network training based on this algorithm has a better learning ability and precision. |
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| Keywords: | mass customization wavelet network ant colony algorithm cost estimation |
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