A method of speedy evaluation of cost of civil engineering based on BP neural network

被引：0
|
作者：
Shen Jinshan [1 ]
Zhang Xiaoyang [1 ]
机构：
[1] Zhengzhou Inst Aeronaut Ind Management, Dept Construct Management, Zhengzhou, Peoples R China
来源：
Proceedings of 2006 International Conference on Construction & Real Estate Management, Vols 1 and 2: COLLABORATION AND DEVELOPMENT IN CONSTRUCTION AND REAL ESTATE | 2006年
关键词：
neural network; cost of engineering; speedy cost evaluation; BP algorithm;
D O I：
暂无
中图分类号：
F8 [财政、金融];
学科分类号：
0202 ;
摘要：
The paper analyses factors that affect the cost of civil engineering project, and puts forward two models of civil engineering project, one of which is a qualitative model, and another is a quantitative model. Based on the two models, a method of BP neural network used for speedy cost evaluating of civil engineering project is put forward. The BP neural network model is trained by 18 samples obtained from some typical civil engineering projects, and 2 new projects are used for verifying the model. It is proved the method is practical and reliable.
引用
收藏
页码：340 / 342
页数：3
相关论文
共 50 条
  • [1] A Quick Cost-estimating Method for the Civil Engineering Based on Composite Fuzzy Neural Network
    Wang Xinzheng
    Zhang Jianyang
    PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON TECHNOLOGY INNOVATION AND INDUSTRY DEVELOPMENT, 2010, : 744 - 748
  • [2] Research on Cost Forecasting Model of Power Line Engineering Based on BP Neural Network
    Chen, Dan
    Guan, Weiya
    Wang, Jingyi
    Zhang, Hua
    Zhu, Delv
    Zhen, Hao
    PROCEEDINGS OF THE 2018 8TH INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION AND INFORMATION (MEICI 2018), 2018, 163 : 359 - 364
  • [3] Human exercise physiology index evaluation method based on a BP neural network
    Su, Guolin
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 2112 - 2116
  • [4] An Image Segmentation Method Based on the BP Neural Network
    Wang, Xiao-rong
    Yang, Zhi-ming
    You, Ming-ying
    FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 341 - +
  • [5] Fault diagnosis method based on BP neural network
    Mu, F
    Luan, JY
    Li, SQ
    Ye, HM
    Wang, H
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1195 - 1198
  • [6] Evaluation Weights Distribution and Modification for Technological Innovation Capability Based on BP Neural Network
    Li Changling
    Xu Haiyun
    Ji Xuemei
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON PRODUCT INNOVATION MANAGEMENT, VOLS I AND II, 2009, : 554 - 558
  • [7] Accounting Information Quality Evaluation Based on BP Neural Network Evaluation Model
    Zhang, Lei
    FORTHCOMING NETWORKS AND SUSTAINABILITY IN THE IOT ERA (FONES-IOT 2021), VOL 1, 2022, 129 : 157 - 164
  • [8] Engineering Item Risk Evaluating based on Evolutionary Algorithm and BP Neural Network
    Zhao Wanhua
    2009 IITA INTERNATIONAL CONFERENCE ON SERVICES SCIENCE, MANAGEMENT AND ENGINEERING, PROCEEDINGS, 2009, : 553 - 556
  • [9] Predictive Model of Energy Cost in Steelmaking Process Based on BP Neural Network
    Bai, Zhenchao
    Wei, Gang
    Liu, Xianhui
    Zhao, Weidong
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, KNOWLEDGE ENGINEERING AND INFORMATION ENGINEERING (SEKEIE 2014), 2014, 114 : 77 - 80
  • [10] Research on Evaluation Model of Entrepreneurship Education Based on BP Neural Network
    Yu, Jin
    Chen, Jiaping
    JOURNAL OF INFORMATION & KNOWLEDGE MANAGEMENT, 2023, 22 (05)
12345