Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Harbin Institute of Technology》 2005-01
Add to Favorite Get Latest Update

Using and researching of ant algorithm for forecasting daily water demand

LI Yu-hua, WANG Zheng School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin 150090, China  
Daily water demand forecasting is an important factor of affecting the precision of hydraulic models. Neural network is used to solve the nonlinear regression combination model of daily water demand iorecasting, and a novel bionic algorithm, ant algorithm, is used to train neural network weights. Applying the trained neural network in the daily water demand forecasting model of SX city, the results show that very nice effects are obtained. This approach simplifies neural network training and overcomes the limitation of BP algorithm.
【Fund】: 国家十五科技攻关项目(2002BA107B05)
【CateGory Index】: TU991.01
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 10 Hits
1 YANG Han-yi,WU Yu-hua(School of Management Tianjin University,Tianjin 300072);A Study and Application of Combination Forecast Model in Waste Production[J];Journal of Beijing Institute of Technology(Social Sciences Edition);2009-02
2 LI Yu-hua, SUN Xi-bing ( School of Municipal and Environmental Engineering, Harbin Institute of Technology, Harbin 150090,;Develop of urban water supply pipeline network management system based on GIS[J];Journal of Harbin Institute of Technology;2005-04
3 LI Yu-hua,FENG Yan,ZHANG Shi-ze,GUO Zhuang(School of Municipal and Environmental Engineering,Harbin Institute of Technology,Harbin 150090,China,);Study of the combination of ant algorithm and quasi-Newton algorithm in computing mathematical model of water supply network[J];Journal of Harbin Institute of Technology;2006-11
4 KUANG Xiao-lei1,NIE Yu-qiang2,LI An-gui3(1.Foshan Construction Project Institute,Foshan 528000,China;2.Foshan Architectural Design Institute,Foshan 528000,China;3.Municipal Administration and Environment College of Xi’an Construction Science and technique University,Xi’an 710072,China);Energy saving performances of central air-conditioning system and its optimal tactics[J];Journal of Harbin Institute of Technology;2009-08
5 CHEN Lei,YANG Min(College of Civil Engineering and Architecture,Zhejiang University of Technology,Hangzhou 310014,China);Urban Daily Water Consumption Forecast Model Based On Rough Set and Genetic Neural Network[J];Water Saving Irrigation;2011-07
6 Zhang Zhengbao Chen Chaodong Zhang Yigang (Engineer Design & Research Institute of Second Artillery Corps,Beijing 100011,China);The headway made in application of artificial neural network in the forecasting of urban water consumption[J];Water & Wastewater Engineering;2007-S1
7 CHEN Lei,YU Xiang(College of Civil Engineering and Architecture,Zhejiang University of Technology,Hangzhou 310014,China);Application of Chaos Genetic Algorithm and Least Squares Support Vector Machine Method in Daily Water Consumption Prediction[J];Water Saving Irrigation;2012-09
8 ZENG Yonghong LIAN Jijian ZHANG Jinfu(School of Civil Engineering,Tianjin University,Tianjin 300072,China);Optimal Daily Scheduling of Multi-stage Pumping Stations Based on Stochastic Demand[J];Journal of Wuhan University of Technology(Transportation Science & Engineering);2013-01
9 CHEN Lei;WU Ling-yun;College of Civil Engineering and Architecture,Zhejiang University of Technology;;A Daily Water Consumption Forecasting Method Based on Mutative Scale Chaos Genetic Algorithm and Least Squares Support Vector Machine[J];Water Saving Irrigation;2013-08
10 GUO Qian-jian~(1,2),YANG Jian-guo~2(1.School of Mechanical Engineering,Shandong University of Technology,Shandong Zibo 255049,China;2.School of Mechanical Engineering,Shanghai Jiaotong University,Shanghai 200030,China);Thermal Error Modeling on Machine Tools Based on Ant Colony Algorithm[J];Journal of Shanghai Jiaotong University;2009-05
【Citations】
Chinese Journal Full-text Database 5 Hits
1 ZHANG Su bing, LIU Ze min (Telecommunication Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876,China);A Novel Neural Network Method in ATM Traffic Control[J];Journal of Beijing University of Posts and Telecommunications;2001-02
2 XU Hong-fu,YUANYi-xing,ZHAOHong-bin (Schoolof Municipal&EnvironmentalEngineering,Harbin Instituteof Technology,Harbin150090,China);Use of gray model GM(1,1) for forecasting annual water demand[J];Journal of Harbin University of Civil Engineering and Architecture;2001-04
3 Lu Mou et al;COMBINED DYNAMIC ALGORITHM OF DAILY URBAN WATER CONSUMPTION[J];WATER & WASTEWATER ENGINEERING;1997-11
4 MA Liang (College of Management, University of Shanghai for Science and Technology, Shanghai 200093, China);Ant algorithm based function optimization[J];Control and Decision;2002-S1
5 Ma LiangCollege of Management, Shanghai University of Science and Technology, 200093;A New Method for Global Optimization[J];Systems Engineering and Electronics;2000-09
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Yang Xingjiang;The Programming and Improving of BP Algorithms[J];Journal of Aba Teachers College;2002-02
2 XIE Tao,JIANG Ze-zhong (College of Civil Engineering,Southwest Jiaotong University,Chengdu610031,China);Multi-model evaluation of slope stability[J];Building Science Research of Sichuan;2004-02
3 SUN Quan-lin (Department of Computer & Information Engineering, Anhui Institute of Architecture & Industry, Hefei 230022, China);Researching on the method of modeling based on rough sets & NN[J];Journal of Anhui Institute of Architecture;2005-02
4 SUN Hong~1,FANG Ming~2(1.Department of Mechanical and Electrical Engineering,Anhui Institute of Architecture & Industry,Hefei 230022,China;2.School of Electric Engineering and Automation,Hefei University of Technology,Hefei 230009,China);A method based on rough set and RBF neural network for the car's plate character recognition[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2006-04
5 ZHANG Si-mei,ZHANG Bing-chuan(Department of Municipal Engineering,Anhui Technical College of Water Resources and Hydroelectric Power,Hefei 230601,China);Application of fuzzy neural network on water environmental protection[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2007-02
6 SUN Hong,GONG Xue(School of Mechanical and Electrical Engineering,Anhui University of Architecture,Hefei 230022,China);A method based on rough set and RBF neural network for analog circuit faults diagnosis[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2012-03
7 Hu Fenglian1 et al. (1 College of Agriculture and Life Sciences,Ankang University,Ankang 725000,China);Study on Forecast System of Tobacco Virus Disease in Ankang City[J];Anhui Agricultural Science Bulletin;2012-03
8 FANG Hui-min et al (Institute of Advanced Control and Intelligent Information Processing,Henan University,Kaifeng,Henan 475001);Study on Forecasting the Yield in Maize Regional Test Based on BP Neural Network[J];Journal of Anhui Agricultural Sciences;2007-34
9 CHEN Hui-hua et al(Forestry Bureau of Xianju County in Zhejiang Province,Xianju,Zhejiang 317300);Study on Forecasting the Occurrence Amount of Dendrolimus punctatus Walker Based on Genetic Neural Network Mixed Model[J];Journal of Anhui Agricultural Sciences;2009-12
10 XIANG Yun-fei et al (Xianju Forestry Bureau of Zhejiang Province,Xianju,Zhejiang 317300);Study on the Classified Prediction of Damage Degree of Dendrolimus punctatus Walker[J];Journal of Anhui Agricultural Sciences;2009-17
China Proceedings of conference Full-text Database 10 Hits
1 DU ShaoLong,ZHOU Chunshan (School of Chemistry and Chemical Engineering,Central South University,Changsha 410083,China);Dynamic simulation and prediction of degumming of coix seed oil using ultrafiltration base on neural networks[A];[C];2006
2 ZHANG Bao-yu CHEN Yi-jun (Institute of Information&Engineering,Liaoning University of Petroleum&Chemical Technology,Fushun,113001,China);A Fast Learning Algorithm of Feedforward Neural Network and Application[A];[C];2003
3 Yan Fu-wu~1,Wang Hong-jian~1,Tian Shao-peng~(1,2),Yuan Zhi-jun~2 (1.College of Automobile Engineering,Wuhan University of Technology,Wuhan 430070; 2.SAIC GM Wuling Automobile Co.,Ltd Liuzhou 545007);The Application of BP Neural Network to Universal Characteristics of Engine[A];[C];2009
4 REN Wei-jian~1 CHEN Jian-ling~1 HAN Dong~2 WANG Feng-yu~3 1.Daqing Petroleum Institute,Faculty of Electric and Information Engineering,Daqing 163318,China; 2.Tengfei Construction Project Ltd,CNPC Daqing Petroleum Founders Corporation,Daqing 163000,China; 3.Fuel Enginery Power Plant,CNPC Daqing Petroleum Power Corporation,Daqing 163000,China.;Survey of ant colony algorithm[A];[C];2007
5 Pan Yongxiang Yang Rui (Xi'an University of Technology, Xi'an P.R.China 710048);Hybrid Adaptive Ant System Algorithm[A];[C];2004
6 Liu Hui Yan Peng Liu Jun Wen He (College of Mechanical and Instrumental Engineering ,Xian University of Technology, Xian 710048,China);Vacuum Epoxy Dosing Equipment's Fault Diagnosis System Based on BP Neural Network[A];[C];2002
7 Dong Zhiyong Zhou Xiaoxi Shenyang Artillery College;Survivability and Minimum Edge Communication Ability of Military Communication System[A];[C];2011
8 Zhiyong DONG,Hongwei XUE Basis department,Shenyang artillery academy,Shenyang,China;Basis Method and The Application of Artificial Nerve Network on of Damage Identification of Buildings[A];[C];2011
9 Zhang Lei~1 Zhang Sheng~2 Zhu Lin~2 (1.Naval Command College,Jiangsu,Nanjing,210016;2.Naval Submarine Acadamy,Shandong,Qingdao,266000);The Research of Naval Combat Military Strength Behavior Simulation[A];[C];2009
10 Zuo Qi~1 Guo Zijian~1 Sun Dehui~1 Xiang Liguo~2 Li Pengfeng~3 (1 College of Electrical and Mechanical Engineering North China University of Technology Beijing 100144 China; 2 College of Chemical and Environmental Engineering China University of Mining and Technology(Beijing) Beijing 100083 China; 3 Laboratory of Complex Systems and Intelligence Science Institute of Automation Chinese Academy of Sciences Beijing 100080 China);Application of Single Neuron PID Algorithm for Pressure on Reverse Osmosis System[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 SHAO Li LIANG Xing-jian (Teaching Affairs Office of Aba Teachers College, Wenchuan Sichuan 623000,China; Computer Science Department of Sichuan Technical Institute, Zigong Sichuan 643000, China);An Access to SQL via ADO in VB[J];Journal of Aba Teachers College;2005-03
2 MEI Shen-xin, MEI Lin(School of Information and Computer,Anhui Agricultural University, Hefei 230036);Technology of Access to Database Basedon ADO/OLE DB in Visual Basic 6.0[J];Journal of Anhui Agricultural University;2005-02
3 FENG Li, LI Xi-qing, LI Ju, DENG Yun-hua (Institute of Fluid Physics, China Academy of Engineering Physics, Mianyang 621900, China);Method of Hybird Programming with VB and Matlab[J];Ordnance Industry Automation;2005-05
4 SHAO Xiaomei3) XU Yueqing4) YAN Changrong5) (3)Key Laboratory of Land Use, Ministry of Land and Resources, China Land Surveying & Planning Institute, Beijing, 100035; 4)Department of Land Resource and Administration, College of Resources and Environment, China Agricultural University, Beijing,100094; 5)Institute of Agricultural Environment and Sustainable Development, CAAS, Beijing, 100081;;Wavelet Analysis of Rainfall Variation in the Yellow River Basin[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2006-04
5 WU Yuebin, QU Shilin,LIU Tianshun School of Municipal & Environmental Engineering,Harbin Institute of Technology, Harbin 150090, China Civil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China Tianjin Municipal Design Institute, Tianjin 300042, China;Simulation of water distribution systems in hydraulic transient conditions[J];Journal of University of Science and Technology Beijing;2006-05
6 CHEN Yun-fei,LIU Yu-shu,FAN Jie,ZHAO Ji-hai (Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);A Niching Genetic and Ant Colony Optimization Algorithm for Generalized Assignment Problem[J];Journal of Beijing Institute of Technology;2005-06
7 ZHANG Su bing, LIU Ze min (Telecommunication Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876,China);A Novel Neural Network Method in ATM Traffic Control[J];Journal of Beijing University of Posts and Telecommunications;2001-02
8 GUO Qiao, FAN Xin jian (Robotics Research Center, Beijing Institute of Technology, Beijing100081, China);Optimum Scheduling for the Chilled Water System of an Intelligent Building[J];北京理工大学学报(英文版);2001-04
9 Yan Xingping and Others;The Fault Diagnosis Technique based on Wear Debris Analysis for Marine Engines[J];Ship Engineering;1995-06
10 Wu Xiao-ming;BPR: Business Process Reengineering[J];;1999-01
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Chen Diyu1,Rui Yannian1,Xu Ming2,Zhu Ning2(1.Soochow University,Suzhou 215021,China;2.Suzhou Electromachining Machine Tool Research Institute Co.,Ltd,Suzhou 215011,China);Based on GA-BP Neural Network of Low-speed WEDM Thermal Error Compensation[J];Electromachining & Mould;2011-02
2 ZENG Qing-xiong,CAI Long-jun (HVAC and Gas Institute of Tongji University,Shanghai 200092,China);Optimal Analysis on Air-Conditioning Water System Operation Strategy Based on the Integrated Energy Consumption[J];Building Energy Efficiency;2010-03
3 ZHANG Wei,ZOU Zhi-hong,WANG Hui-wen(School of Economics and Management,BeiHang University,Beijing 100191,China);Prediction Model of Urban Daily Water Consumption and Its Application[J];Systems Engineering;2010-03
4 Ren Huiju,He Kai,Ren Ping,Zhang Xue(Suzhou City Water Company,Suzhou 215000,China);Application of assistant decision for urban water supply network based on MapGIS[J];Water Technology;2011-06
5 XU Li-lai 1,2,CUI Sheng-hui 1,2*,YAN Zhen 1,2,LIN Tao 1,2(1.Key Laboratory of Urban Environment and Health,Institute of Urban Environment,Chinese Academy of Sciences,Xiamen 361021,China;2.Xiamen Key Laboratory of Urban Metabolism,Xiamen 361021,China);Core Issues of Forecasting Municipal Solid Waste Generation[J];Environmental Science & Technology;2013-02
6 SUN Yue-feng1,YAN Ya-fei1,ZHANG Biao-zhi2,3,LIU Shao-bo1(1 School of Management,Tianjin Polytechnic University,Tianjin 300387,China;2 Faculty of Engineering,China University of Geosciences,Wuhan 430074,China;3 Research Institute of Highway Ministry of Transport,Beijing 100088,China);Fuzzy neural network method based on the T-S model for the urban water demand forecasting and its application[J];Journal of Safety and Environment;2013-02
7 WANG Yong-jie ①②,DENG Shi-jun ①②,CHENG Liang-yong ①②,WANG Li ①②,ZHANG Wei ②,ZENG Qing ②(①Tianjin Institute of Geotechnical Investigation&Surveying,Tianjin 300384,China;② Tianjin StarGIS Information Engineering Co.,Ltd.,Tianjin 300384,China);Construction mode of urban underground pipelines[J];Science of Surveying and Mapping;2013-04
8 Chen Guo-yan et al;Forecasting Municipal Solid Wastes(MSW) Production by Gray System Theory in China[J];Environmental Protection Science;2011-04
9 ZHANG Ting1,LIU Shihao2(1.College of Mechanical Engineering,Nanjing Institute of Technology,Nanjing Jiangsu 211167,China;2.College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing Jiangsu 210016,China);Overview of Thermal Error Compensation Modeling for Numerical Control Machine[J];Machine Tool & Hydraulics;2011-01
10 LI Yimin(Department of Mechanical and Electrical Engineering,Nanjing College of Information Technology,Nanjing Jiangsu 210046,China);Research on Dynamic Grey Optimization Modeling for Thermal Error in Numerical Control Machine[J];Machine Tool & Hydraulics;2011-11
China Proceedings of conference Full-text Database 1 Hits
1 WANG Yongjie~(1,2),DOU Huacheng~(1,2),DENG Shijun~(1,2),ZHANG Wei~2,ZENG Qing~2,WANG Xinguang~1 (1.Tianjin Institute of Geotechnical Investigation&Surveying; 2.Tianjin StarGIS Information Engineering Co.,Ltd,Tianjin 300384);STUDY AND APPLICATION ON THE MANAGEMENT SYSTEM OF THE COMPLICATE URBAN PIPELINES[A];[C];2011
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YAO Jun-feng,MEI Chi,PENG Xiao-qi,HU Zhi-kun,HU Jun (Institute on Simulation and Optimization of Pyro-installation,Central South Universuty,Changsha410083,China);A New Optimization Approach-Chaos Genetic Algorithm[J];Systems Engineering;2001-01
2 QIU Mo-jie, MA Liang (College of Management, University of Shanghai for Science and Technology, Shanghai 200093, China);Ant algorithm for constrained location problem[J];Journal of University of Shanghai For Science and Technology;2000-03
3 Ma Liang (College of Systems Science and Systems Engineering,University of Shanghai for Science and Technology, Shanghai 200093);Hybrid heuristic algorithm for the TSP and its extended problems[J];JOURNAL OF UNIVERSITY OF SHANGHAI FOR SCIENCE AND TECHNOLOGY;1999-01
4 MA Liang, XIANG Pei Jun College of Management, University of Shanghai for Science and Technology, Shanghai 200093, China;Applications of the ant algorithm to combinatorial optimization[J];Journal of Manegement Sciences In China;2001-02
5 MA Liang (College of Management, University of Shanghai for Science and Technology, Shanghai 200093);Ant Colony Optimization for Bottleneck TSP[J];Computer Engineering;2001-09
6 MA Liang, WANG Long-de (College of Management, University of Shanghai for Science and Technology, Shanghai 200093, China);ANT OPTIMIZATION ALGORITHM FOR KNAPSACK PROBLEM[J];Computer Applications;2001-08
7 Zhao Mingwang(Wuhan Yejin University of Science &. Technology);A Hybrid Genetic Algorithm for Global Optimization of Continuous-differential Function[J];Control and Decision;1997-05
8 Zhang Tong(Beijing University of Aeronautics and Astronauics)\ Wang Hongwei, Wang Zicai(Harbin Insititute of Technology);Mutative Scale Chaos Optimization Algorithm and Its Application[J];CONTROL AND DECISION;1999-03
9 LIANG Yanchun; ZHOU Chunguang; NLI Shoufan(Department of Mathematics Jilin University Changchun 130023)(Ooen Laboratory of CAD/CAM Technology for Advanced Manufacturing The Chinese Academp of SciencesShenyang 110003)(Department of Computer Science Jilin U;OPTIMIZATION OF ROSENBROCK'S FUNCTION BASED ON GENETIC ALGORITHMS[J];JOURNAL OF SOFTWARE;1997-09
10 Ma Liang (School of Management, Shanghai University of Science and Technology, Shanghai 200093) Jiang Fu (School of Management, Shanghai Jiaotong University, Shanghai 200052);ANT ALGORITHM FOR THE DEGREE CONSTRAINED MINIMUM SPANNING TREE[J];JOURNAL OF SYSTEMS ENGINEERING;1999-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved