Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Liaoning Technical University》 2005-02
Add to Favorite Get Latest Update

Project investment estimation based on radial basis function neural network

LIU Shu-xian1 , DUAN Xiao-Mu1 , YANG Jian-ping2 (1.College of Civil and Architecture Engineering, Liaoning Technical University, Fuxin 123000, China ; 2.College of Resource and Environment Engineering ,Liaoning Technical University, Fuxin 123000, China)  
This paper proposes a new and more effective feed forward network called radial basis function neural network: with high office buildings as examples a project investment estimation model is built. The model is realized by MATLAB. At the same time BP network is trained with the same samples. The two compared results indicate that this method remedy BP network flaw, and improve its applicantion. It is a attempt for the means of the cost estimation and the result is feasible and is reliable.
【CateGory Index】: TU17
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 3 Hits
1 LIU Yan-mei1,2,CHEN Zhen1,XUE Ding-yu1,XU Xin-he1(1.College of Information Science & Engineering,Northeastern University,Shengyang 110004 China;2.Shenyang Institute of Aeronautical Engineering,Information Science,Shenyang 110034,China);Stereovision location method based on neural networks[J];Journal of Liaoning Technical University;2006-01
2 LIU Di,ZHOU Zhen-min (North China Institute of Water Conservancy and Hydroelectric,Zhengzhou 450011,China);Application of RBF Neural Network in Runoff Prediction[J];Journal of North China Institute of Water Conservancy and Hydroelectric Power;2007-02
3 ZHANG Rong-song1,FANG Wu-feng1,WU Yu-hong2,LIN He-ping1(1.School of Computer Science,Northeast Normal University,Changchun 130017;2.School of History and Culture,Northeast Normal University,Changchun 130024,China);Sumerian Cuneiform Recognition in Tigris and Euphrates[J];Computer Engineering & Science;2009-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI hua-Dong (Chengdu Textile College,Chengdu,Sichuan 611731);Study on the Living Environment of Giant Panda[J];Journal of Anhui Agricultural Sciences;2009-15
2 PENG Xiao-hua,GUO Si-cong(Dept. of Basic Science,Liaoning Technical University,Liaoning Technical Unilersity,Fuxin 123000,China);Choice of regression mode based on data color andfuzzy grammar identification[J];Journal of Anshan University of Science and Technology;2004-03
3 ZHANG Xiang-dong,YU Chong,LI Gong-xun(Institute of Civil Engineering & Architecture,Liaoning Technical University,Fuxin 123000 China);Application of ANN Based on MATLAB to Forecasting the Strength of Pile Foundation Rock[J];;2005-S1
4 LIU Zhong-min~1, HUI Bao-Xing~2, YANG Yang~1(1.Graduate School, Liaoning Technical University, Fuxin 12300, China; 2. The Sixth Bureau of Chinese Construction of Tianjin, Tanggu 300456, China);The Evaluation and Diagnosis for the AHP-fuzzy Method of Competitiveness of Enterprises[J];;2005-01
5 GUO Hai-feng 1,XU Zhe 2(1.Yanbian University,Yanbian 133002,China;2.Yanbian Public Security Burea u,Yanbian 133001,China);Password Security Hardening Based on Keystroke Dynamics[J];Journal of Changchun Teachers College;2005-02
6 LIU Hong~(1,2),FANG Hao~3,WANG Li~3,XIA Li-xian~1 (1College of Mineral Resources Appraisal of Synthetic Information, Jilin University, Changchun 130026,China; 2Department of Mathematics, Anshan Normal College, Anshan 114005,China; 3Math School, Anshan University of Science and Technology, Anshan 114044,China);Hybrid Computing Method for Partner Selection of Dynamic Alliances[J];Journal of Changchun Post and Telecommunication Institute;2005-02
7 Ma Yaoming, Peng Xiaohua, Guo Sicong (Department of Electrical Engineering, Liaoning Technical University, Fuxin 123000, Liaoning Province, China);The Research on a kind of Fuzzy Control Algorithm and the EDA Design of Control Chip[J];Marine Electric & Electronic Engineering;2007-01
8 GUO Hai-xiang,et al. (College of Postgraduate,Chinese University of Geosciences,Wuhan 430074,China);The fuzzy clustering of productivity factors of China[J];Journal of Changchun Institute of Technology;2003-04
9 WANG Jing-xue①,SONG Wei-dong①,WANG Wei-xi①,GAO Feng②(① School of Geomatics,Liaoning Technique University,Fuxin 123000,China;② Liaoning Environment Monitoring Center,Shenyang 110031,China);Algorithm research of maximum likelihood classification based on fuzzy inference[J];Science of Surveying and Mapping;2009-01
10 WANG Hong①③,ZHANG Zheng-lu②,ZHANG Jun①(① College of Economics and Trade & College of Land Management,Huazhong Agricultural University,Wuhan 430070,China;② School of Geodesy and Geomatics,Wuhan University,Wuhan 430072,China;③The Faculty of Earth Resources,China University of Geosciences(Wuhan),Wuhan 430079,China);A new A new algorithm for time series change point and its application on deformation analysis[J];Science of Surveying and Mapping;2009-01
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHENG Yong-bao et al;Application of RBF Neural Network in Estimating Vertical Ultimate Bearing Capacity of Single Piles[J];Underground Space;2004-04
2 HUANG Kun, LI Hong-ru (Dept. of Missile Engineering, Ordnance Engineering College, Shijiazhuang 050003, China);State Monitoring Data Tendency Forecast Based on RBF Neural Network[J];Ordnance Industry Automation;2006-08
3 Li chunhua Li ning Shi peijun (Key Laboratory of Environmental Change and Natural Disaster,Ministry of Education of China;College of Resource Science and Technology: Beijing Normal University,100875,Beijing,China);THE PRINCIPLE AND APPLICATION OF SELF-ORGANIZING MAPPING NETWORK IN THE CLUSTER OF CULTIVATED LAND USE PRESSURE IN CHINA[J];Journal of Beijing Normal University(Natural Science);2006-05
4 ZENG Jian-guo,CHEN Guang-meng,WANG Jian(Department of Electronic Engineering,Fudan University,Shanghai 200433,China);New signal processing method for thermocouple based on RBF neural network[J];Transducer and Microsystem Technologies;2007-01
5 WANG Wei~1,WU Geng-feng~2,ZHANG Bo-feng~2,WANG Yuan~2 (1.Earthquake Administration of Shanghai Municipality, Shanghai 200062; 2.Computer Institute of shanghai University, Shanghai 200072, China);Neural networks of radial basis function (RBF) and it′s application to earthquake prediction[J];Earthquake;2005-02
6 Liu Guangzhuang et al.;The technologies of EDMMILL and the state of its development[J];;1998-01
7 Yun Min et al.;Application of simulated annealing algorithm in generating-EDM machining[J];Electromachining & Mould;2001-03
8 ;Fast estimation method of FGD engineering cost in coal-fired plants[J];Electric Power Environmental Protection;2004-02
9 HAN Min 1, LIN Yun 1, QI Dong hai 2 ( 1. School of Electr. and Inf. Eng., Dalian Univ. of Technol., Dalian 116024, China; 2. School of Civil Eng. and Archit., Dalian Univ. of Technol., Dalian 116024, China );A factor selection approach to bidding process using neural network[J];Journal of Dalian University of Technology;2002-01
10 ZHAOZong-chang~(*1),ZHANGXiao-dong~1,WANGDong~2,XUJin-ming~1( 1.School of Chem. Eng., Dalian Univ. of Technol., Dalian 116012, China; 2.School of Environ. and Biol. Sci. and Technol., Dalian Univ. of Technol., Dalian 116024, China );Calculation of thixotropic stress of waxy crude oil by BP artificial neural network[J];Journal of Dalian University of Technology;2005-02
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 YU Ning-feng(School of Environmental and Spatial Information,China University of Mining & Technology,Xuzhou 221008,China)YU Ning-feng(School of Environmental and Spatial Information,China University of Mining & Technology,Xuzhou 221008,China);Non-metric CCD camera calibration algorithm in digital photogram metry system[J];Journal of Liaoning Technical University;2007-02
2 GAO Ning1,ZHANG Jan-zhong2(1.College of Information and computer,Anhui Agriculture University,Hefei 230036,China;2.College of Electronics and Information Enginner,Anhui Architecture University,Hefei 230022,China);Application of RBF neural network model based on MATLAB[J];Agriculture Network Information;2009-02
3 RAN Du-kui1,2,LI Min3,WU Sheng1,4,XIE Jian-cang11.Key Lab of Northwest Water Resources and Environment Ecology of MOE,Xi’an University of Technology,Xi’an 710048,China 2.Hanjiang Hydropower Development Co.,Ltd,Danjiangkou,Hubei 442700,China 3.Northwest Investigation and Design Institute,Xi’an 710065,China 4.Northwest Electric Power Design Institute,Xi’an 710075,China;Application of ANN in study of hysteretic nature of factors influencing inflow runoff[J];Computer Engineering and Applications;2009-30
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved