Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Geographical Research》 2001-01
Add to Favorite Get Latest Update

Stochastic optimization on parameters of water quality model

ZHENG Hong xing, LI Li juan (Institute of Geographic Sciences and Natural Resources Reseach, CAS, Beijing 100101, China)  
This paper focuses on stochastic parameter optimization for water quality model with simulated annealing algorithm (SA) which is discussed in detail. For comparison, genetic algorithm (GA) and steepest decent algorithm (SD) are also discussed. Simultaneously, the typical S P water quality model is adopted in a case study. Result of the case study shows that the stochastic optimization methods (SA and GA) are more effective than the other methods such as the steepest decent method. What are testified include not only in the aspect of theory but also in the case study, both SA and GA are able to reach the global optimal results. However, concerning SA and GA, GA is weaker in local optimization and spends more time in parameter optimization.
【Fund】: 国家重点基础研究发展规划项目!(G1 9990 4 360 2 );; 中国科学院地理科学与资源研究所创新项目资助!(CXIOG- A0 0 - 0 7)
【CateGory Index】: P641
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 4 Hits
1 ZHANG Li,DAI Shu-gui (College of Environmental Science and Engineering,Nankai University,Tianjin 300071,China);Reviews on Parameter Estimation of Environmental Fate Models[J];Urban Environment & Urban Ecology;2005-03
2 WANG Xin-sheng 1, 2, JIANG You-hua 3 (1.School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China; 2.Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China; 3.School of Civil and Architectural Engineering, Wuhan University, Wuhan 430079, China);Simulating annealing for generating the optimal urban land-use plans[J];Geographical Research;2004-06
3 SHU Chang1,5,LIU Su-xia1,6,MO Xing-guo2,LIANG Zhong-min3,DAI Dong4(1.Key Lab of Water Cycle & Related Land Surface Processes,Institute of Geographic Sciences andNatural Resources Research(IGSNRR),CAS,Beijing 100101,China;2.Key Lab of Ecological Net Observation and Modeling,IGSNRR,CAS,Beijing 100101,China;3.State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering,Hohai University,Nanjing 210098,China;4.Bureau of Hydrology,Yellow River Conservancy Commission,Zhengzhou 450004,China;5.Graduate School of the Chinese Academy of Sciences,Beijing 100049,China;6.National Meteorological Center,China Meteorological Administration,Beijing 100081,China);Uncertainty analysis of Xinanjiang model parameter[J];Geographical Research;2008-02
4 SHEN Wei~1,GUO Zong-lou~1,ZHOU Xin-chao~2 (1 College of Biosystem Engineering and Food Sciences,Zhejiang University,Hangzhou 310027,China; 2 Hangzhou Water Company,Hangzhou,Zhejiang 310016,China);Using direct search-simulated annealing algorithm to identify parameters of a water quality model[J];Journal of Northwest Sci-Tech University of Agriculture and Forestry;2004-05
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Wang Li and Ma Guangwen (Sichuan Union University, Chengdu 610065);A Genetic Algorithm for Parameter Optimization of Streeter Phelps Model[J];ADVANCES IN WATER SCIENCE;1997-01
2 Tan Bingqing (Huaihe River Water Resources Commission);A Comparative Study on Optimization Methods for Calibrating the Hydrological Models[J];HYDROLOGY;1996-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DING Kai (Anqing Research Institute of Environmental Protection Science, Anqing 246003, China);The Present Situation and Checking of Water Environment Capacity In Anqing[J];Journal of Anqing Teachers College(Natural Science Edition);2005-03
2 WU Zhen1,ZHANG Shi-qiang1,ZHANG Xiao-wen2(1.Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lanzhou Gansu 730000,China;2.Lanzhou Commercial College,Lanzhou Gansu 730020,China);Modern Optimization Method of Parameter Identify in Hydrological Models:Research and Application[J];Journal of Glaciology and Geocryology;2008-01
3 Wang Haiyun (Col. of Econ., North China Univ. of Tech., 100041, Beijing, China);Neural Net Model for Evaluating Validity of Price Competition[J];Journal of North China University of Technology;2002-04
4 YANG Hui(Suihua University Department of Computer science and technological,Yanghui 152061,China);Teaching Quality Evaluation Systematic Algorithm Model[J];Journal of Changchun Teachers College;2005-09
5 LIU Jian-guo~1,LIU Jian-hua~2,GUO Hong-guang~1(1.Changchun Normal University,Changchun 130032,China;2.Jilin Environment Research Institute,Changchun 130000,China);Study on Parametric Recognition & Comparison of Improved S-P Model[J];Journal of Changchun Normal University;2006-12
6 ZHANG Jing,LONG Yun-shu,ZHAO Yu-xia,WANG Xiao-li(Chongqing Institute of Technology,Chongqing 400050,China);Multi-sensor-Based Data Fusion Technology for Automobile Burglar Alarm System[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-12
7 Zhang Zheng Gao Jianlin Zhong Quupeng ( Beijing University of Aeronautics and Astronautics) Li Shian ( Datong No. 1Heat and Power Plant);Application of Artificial Neural Network on Diagnosis of Cold Brittle Fracture[J];Journal of Materials Engineering;1997-05
8 Liu Qi (Paper-making and Environmental Engineering College ofSouth China University of Technology,Guangzhou 510641);Research of Predicting of Multiobjective Programming of Coordination of Total Production—Waste Drainage—Water Quality of the Area[J];CHONGQING ENVIRONMENTAL SCIENCE;2000-05
9 Long Tengrui,Guo Jingsong,Feng Yuzhao,Huo Guoyou (Faculty of Environment Science and Engineering,Chongqing University,Chongqing 400045);Modulus of Transverse Diffuse Simulation Based on Artificial Weural Network[J];Chongqing Environmental Science;2002-02
10 Zhong Chenghua; Xing Zhiguo Jiang Niangwer; Wang Pu (Chongqing Environmental Science Institute);STUDY ON WATER ENVIRONMENTAL CAPACITY OF YANGTZE RIVER AND JILAING RIVER IN CHONGQING[J];CHONGQING ENVIRONMENTAL SCIENCE;1994-03
China Proceedings of conference Full-text Database 4 Hits
1 ShipingLi Dawei Zhao Xi'an High Technology Institute Xi'an City,Shaanxi Province,P.R.China;The Identification of Strategic Missile Guidance System Error Model Based on Neural Network[A];[C];1999
2 Sun Juan Ruan Xiaohong;The Study of Improving Water Environment in the City Zone of Nanjing by water diversion[A];[C];2007
3 ZHANG Fang-xiu~(1,2) WANG Yan-ping~2 LIU Xing-sheng~3 HAN Long-xi~1 (1.College of Environment Science and Engineering,Hohai University,Nanjing 210098,China; 2.Yellow River Institute of Hydraulic Research,Zhengzhou 450003,China; 3.Taihu Gate and Station Project of Wuxi city,Wuxi 214073,China);Numerical model for the sudden pollution accident in the lower of the Yellow River[A];[C];2007
4 Li Shouli Li Wangchao Department of Computer Science,HeBei University of Technologyy,TianJin,300130;Strategies Research about Improving the Performance of BP Network——Fast Back Propagation Algorithm[A];[C];1999
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Ling Qi;ANALYSIS OF INDUSTRIAL WASTEWATER ON BOD_5 AND COD DETERMINE AND RELATION BETWEEN BOD_5 AND COD[J];JOURNAL OF ANHUI INSTITUTE OF ARCHITECTURE;1996-02
2 WANG Jia-quan,CHEN Zhong,WU Jun(Department of Resources and Environmental Sciences, Hefei University of Technology, Hefei 230009,China);STREAM WATER QUALITY MODELS AND ITS DEVELOPMENT TREND[J];Journal of Anhui Normal University(Natural Science);2004-03
3 LIU Jin-tao~(1,2,3),ZHANG Jia-bao~(1)(1.Institute of Soil Science,Chinese Academy of Sciences,Nanjing Jiangsu 210008,China;2.State Key Laboratory ofHydrology-Water Resources and Hydraulic Engineering,Hohai University,Nanjing Jiangsu 210098,China;3.Graduate University of the Chinese Academy of Sciences,Beijing 100049,China);Effect of Antecedent Soil Water Content on the Uncertainty of Hydrological Simulation[J];Journal of Glaciology and Geocryology;2006-04
4 Yuan Liangming Guo Jibin Wu Zuowei (College of Mechanical and Electrical Engineering, Northern Jiaotong University, Beijing 100044) Yang Hui (Department of Engineering Mechanics,Shanghai Jiaotong University,Shanghai 200240);An Application of Genetic Algorithm to Multiparameter Optimization of Lateral Stability in Railway Passenger Train[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1998-04
5 Gao Yanchen; Li Dazi(Department of Automation, Polymer Science, Beijing University of Chemical Technology, Beijing, 100029);A Study of Parameter Optimization with the Genetic Algorithm[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1995-01
6 Dong Shiren Guo Jingtang Man Rongzhou;THROUGHFALL, STEMFLOW AND CANOPY INTERCEPTION IN A PINUS TABULAEFORMIS PLANTATION OF NORTH CHINA[J];Journal of Beijing Forestry University;1987-01
7 Guo Jingtang (Beijing Forestry University)Liu Shuguang (Commission for Integrated Survey of Natural Resources, Beijing);Study on the Effect of Branch Characteristic Function of Pinus tabulaeformis Plantation for Stemflow in Northern China[J];Journal of Beijing Forestry University;1988-04
8 BAO Wen; BAO Weikai; HE Binghui; DING Derong.Chengdu Institude of Biology,Chinese Academy of Sciences,Chengdu, 610041,P. R. China.;Redistribution effects of tree canopy of the artificial Pinus tabulaeformis forest on precipitation in the upper stream of Minjiang River[J];Journal of Beijing Forestry University;2004-05
9 LI Feng_quan,LIN Nian_feng (College of Environment and Construction Engineering, Jilin University , Changchun 130026, China);THE APPLICATION OF GIS AND ANN METHOD ON THE ASSESEMNET OF GROUNDWATER QUALITY[J];Journal of Changchun University of Science and Technology;2001-01
10 LEI Xiao-zhang 1,CHEN Xue-ming 1,ZHAO Wen-qian 2 (1.Sichuan Forest Research Institute,China;2.State Key Lab of High Speed Hydraulics, Sichuan University,China);STUDY ON THE ADJUSTING AND CONTROLLING ABILITY OF FOREST OVER NON-POINT POLLUTION[J];Journal of Chengdu University of Technology;2000-S1
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Fu Caiju(College of Geographic and Environmental Science,Northwest Normal University,Lanzhou 730070,China);Study and Progress of Stream Water Quality Simulation[J];Environmental Science and Management;2007-09
2 WANG Li-ming, WEN Hui, WANG Ying ( Institute of Geographic Sciences and Natural Resources Research, CAS, Beijing 100101, China; Chinese University of Mineral Technology, Beijing 100083, China; Graduate School of the Chinese Academy of Sciences, Beijing 100039, China);Design and realization of electronic sand table system for regional planning of Chongqing[J];Geographical Research;2005-02
3 LUO Ding1,XU Yueqing1,SHAO Xiaomei2,WANG Jing2(1.College of Resources and Environments,China Agriculture University,Beijing 100193,China;2.Key Laboratory of Land Use,Ministry of Land and Resources,China Land Surveying & Planning Institute;Beijing 100035,China);Advances and Prospects of Spatial Optimal Allocation of Land Use[J];Progress in Geography;2009-05
4 MENG Fanying et al (College of Resources and Environment,China Agriculture University,Beijing 100193,China);Advances of the research on land use structure and spatial allocation in land use planning[J];Territory & Natural Resources Study;2009-04
5 LI Wei-ping1,2,LI Chang-you1,SHI Xiao-hong1,CUI Bing31.School of Environment & Energy Resources,Inner Mongolia University of Science & Technology,Baotou,014010,China;2.School of Water Conservancy & Civil Engineering,Inner Mongolia Agricultural University,Hohhot,010018,China;3.Changzhi Iron-Steel Company Design Institute,Changzhi,046031,China;Analysis of distribution features of nitrogen and phosphorus nutritious elements and their geochemical environment for Wuliangsu Lake,Inner Mongolia[J];Resources Survey & Environment;2008-02
6 ZHAO Song-yuan,HUANG Ming-ke(Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Application of simulated annealing method and reduced order models based on POD to airfoil inverse design problems[J];Acta Aerodynamica Sinica;2007-02
7 QU Si-min1,2,JI Hai-xiang3,BAO Wei-min1,2,SHI Peng1,2,HAN Hui4,LI Qiong-fang1,ZHANG Bo1,2(1.State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering of Hohai University,Nanjing 210098,China;2.College of Water Resources and Hydrology,Hohai University,Nanjing 210098,China;3.Nanjing Automation Institute of Water Conservancy and Hydrology,the Ministry of Water Resources,Nanjing 210012,China;4.Beijing Daxing Water Resources Bureau,Beijing 102600,China);Uncertainty Analysis of Xinanjiang Hydrological Model Based on Robust Estimation[J];Research of Soil and Water Conservation;2009-02
8 LI Wei-ping LI Chang-you REN Bo CUI Bing;Analysis of the Distribution Feature of Wuliangsu Lake Nutritious Elements——Nitrogen and Phosphorus and its Geochemistry Environment[J];Shanxi Hydrotechnics;2008-01
9 LI Ji-xuan,WANG Jun(College of Civil Engineering,Hefei University of Technology,Hefei 230009,China);Development of water environment mathematic models[J];Water Resources Protection;2006-01
10 BO Huijuan,DONG Xiaohua,DENG Xia(College of Civil and Hydropower Engineering,China Three Gorges University,Yichang 443002,China);Local sensitivity analysis on parameters of Xinanjiang Model[J];Yangtze River;2010-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved