| 神经网络集成在工程造价估算中的应用研究 |
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| 引用本文： | 周其明,汪淼,任宏.神经网络集成在工程造价估算中的应用研究[J].重庆交通大学学报(自然科学版),2005,24(4):129-132. |
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| 作者姓名： | 周其明 汪淼 任宏 |
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| 作者单位： | 重庆大学,建设管理与房地产学院,重庆,400045;广东省深圳市福田区审计局,广东,深圳,518048 |
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| 摘 要： | 工程造价和主要工程量是评价一建筑工程的重要经济指标,特别是工程量清单于2003年7月1日在全国范围内展开以来,快速估算工程造价和主要工程量更具有其重要意义.文中采用神经网络集成方法建立了工程造价和主要工程量估算数学模型,并采用matlab6 1计算软件,以深圳市已完典型工程资料为例,验证了该模型的正确性及实用性,得出了神经网络集成方法泛化能力更高的结论.
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| 关 键 词： | 神经网络 BP神经网络 神经网络集成 工程造价 快速估算 |
| 文章编号： | 1001-716X(2005)04-0129-04 |
| 修稿时间： | 2004年6月28日 |
The research of application of constructional engineering cost estimation by neural network ensemble |
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| ZHOU Qi-ming,WANG Miao,REN Hong.The research of application of constructional engineering cost estimation by neural network ensemble[J].Journal of Chongqing Jiaotong University,2005,24(4):129-132. |
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| Authors: | ZHOU Qi-ming WANG Miao REN Hong |
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| Abstract: | Engineering cost and main quantities are the important economy index evaluating construction projects. It is important to quickly estimate engineering cost and main quantities since July.1 2003 when the Bill of Quantity is put into practice in our country. In this paper, neural network ensemble, a new method, is presented to estimate the cost and main quantities. Matlab 6.1 is used in this research to analyze the evaluation model. It is accurate and valuable in practice testified by the prototype datum attained from Shenzhen city, and it is true that this method has a higher generalization. |
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| Keywords: | neural network BP neural network neural network ensemble engineering cost quickly estimation |
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