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《Hydrogeology & Engineering Geology》 2013-05
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An evolutionary-based multi-objective optimization model for groundwater monitoring network design

LUO Qian-kun;WU Jian-feng;LIN Jin;ZHU Xiao-bin;WU Ji-chun;Department of Hydrosciences,School of Earth Sciences and Engineering,Nanjing University;Nanjing Hydraulic Research Institute,National Key Laboratory of Water Resources and Hydraulic Engineering;  
In this paper,a multi-objective simulation-optimization model is developed for the optimal design of groundwater sampling network for contaminant plume monitoring.The multi-objective simulation-optimization model includes four objectives:(1) minimization of total sampling and analysis costs for contaminant plume monitoring,(2) minimization of mass estimation error of the plume,(3) minimization of the first moment estimation error of the plume,and(4) minimization of the second moment estimation error of the plume,to adequately balance the trade-off between decreasing the monitoring / sampling cost and increasing the estimation accuracy of plume monitoring.A multi-objective evolutionary algorithm,the improved niched Pareto genetic algorithm(INPGA),is also combined with the groundwater flow and transport simulation model to solve the multi-objective optimization problem associated with groundwater monitoring network design for contaminant plume monitoring.Moreover,application of the proposed methodology to a hypothetical monitoring network design problem show that the optimization results can really reflect the trade-off between the various objectives,while avoiding the impacts of the subject-dependent penalty factors used in the traditional methods on the optimization results.Compared with the single objective optimization model,the multi-objective optimization model can achieve more efficient implementation to produce a series of the Pareto optimal solutions,which can facilitate the decision-makers in choosing the most cost-effective monitoring strategy consistent with the actual field conditions.
【Fund】: 国家重点基础研究发展计划项目(2010CB428803);; 国家自然科学基金资助项目(41072175 40902069 41030746)
【CateGory Index】: X832
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【Citations】
Chinese Journal Full-text Database 9 Hits
1 Guo Zhanrong Liu Zhiming Zhu Yanhua (Open Laboratory of Environmental Geology , MGMR,Shijiazhuang, Hebei);The Application of Kriging Estimation to the Optimal Design of Groundwater Observation Network[J];;1998-04
2 WU Jian-feng~1, ZHENG Chun-miao~2 (1.Department of Earth Sciences, Nanjing University, Nanjing 210093, China; 2.Department of Geological Sciences, University of Alabama, Tuscaloosa AL 35487, USA );CONTAMINANT MONITORING NETWORK DESIGN:RECENT ADVANCES AND FUTURE DIRECTIONS[J];Advance in Earth Sciences;2004-03
3 WU Jianfeng1),PENG Wei1),QIAN Jiazhong2),WU Jichun1) 1) Department of Hydrosciences,School of Earth Sciences and Engineering,Nanjing University,Nanjing,210093; 2) School of Natural Resources and Environmental Engineering,Hefei University of Technology,Hefei,230009;INPGA-based Multiobjective Management Model for Optimal Design of Groundwater Remediation System:Ⅰ. Methodology and Its Experimental Validation[J];Geological Review;2011-02
4 WU Jianfeng1),PENG Wei1),QIAN Jiazhong2),WU Jichun1),ZHENG Chunmiao3,4)1) Department of Hydrosciences,School of Earth Sciences and Engineering,Nanjing University,Nanjing,210093,China;2) School of Natural Resources and Environmental Engineering,Hefei University of Technology,Hefei,230009,China;3) Center for Water Research,Department of Energy and Resources Engineering,College of Engineering,Peking University,Beijing,100871,China;4) Department of Geological Sciences,University of Alabama,Tuscaloosa AL 35487,USA;INPGA-based Multiobjective Management Model for Optimal Design of Groundwater Remediation System:II.Application to the MMR Site[J];Geological Review;2011-03
5 PENG Wei,WU Jian-feng,WU Ji-chun (Department of Hydrosciences,School of Earth Sciences and Engineering,Nanjing University,Nanjing 210093,China);Application of Niched Pareto Genetic Algorithm to Multi-Objective Optimal Design of Groundwater System[J];Geological Journal of China Universities;2008-04
6 YAN Ting-ting,WU Jian-feng(Department of Earth Sciences,Nanjing University,Nanjing 210093,China);Impacts of the spatial variation of hydraulic conductivity on the transport fate of contaminant plume[J];Advances in Water Science;2006-01
7 WU Jian-feng,HUANG Chang-shuo(Department of Earth Sciences,Nanjing University,Nanjing 210093,China);Improvement of Delaunay method and its application to spatial sampling network design for contaminant plume monitoring[J];Advances in Water Science;2006-03
8 ZHOU Lei~1,WANG Yi-hong~1, LIN Jian~1, YE Chao~1, DONG Dian-wei~1,ZHENG Yue-jun~2, WAN Li-qin~2, LI Wen-peng~2, ZHOU Yang-xiao~3(1.Beijing Institute for Geological Engineering, Beijing 100037, China;2.China Institute of Geo-Environmental Monitoring, Beijing 100081, China;3.UNESCO-IHE Institute for Water Education,Delft, The Netherlands);Optical design of monitoring network of groundwater quality in the Beijing Plain[J];Hydrogeology & Engineering Geology;2008-02
9 GAO Zan-dong~1, DUAN Xiu-ming~1, WANG Qing-bing~1, XU Hui-zhen~2,YIN Xiu-lan~2, LI Wen-peng~2, ZHOU Yang-xiao~3(1.Shandong Geo-environmental Monitoring Station, Jinan 250013, China; 2.China Institute of Geo-environmental Monitoring, Beijing 10081, China; 3.UNESCO-IHE Institute for Water Education, Delft, The Netherlands);Groundwater quality monitoring in the Jinan karstic spring basin[J];Hydrogeology & Engineering Geology;2008-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 QU Jie, JIN Quanlin, XU Bingye Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China Beijing Research Institute of Mechanical and Electrical Technology, Beijing 100083, China;Parameter Identification of Viscoplastic Model Considering Dynamic Recrystallization[J];Journal of University of Science and Technology Beijing;2004-04
2 JIANG Jian~1,DONG Dianwei~1,YANG Guanning~2,WANG Lifa~1 (1.Beijing Institute of Geological Engineering,Beijing 100048;2.Water Resources Bureau of Haidian District of Beijing, Beijing 100089);Risk Assessment of Groundwater Pollution of Haidian District of Beijing[J];Urban Geology;2010-02
3 LIU Jiurong,HAN Zheng,LIN Pei(Beijing Institute of Hydrogeology and Engineering Geology,Beijing 100195);The Establishment of Automatic Monitoring Network of Groundwater Level in Beijing Plain Area[J];Urban Geology;2011-04
4 WANG Li-na,WANG Bing(Information Engineering School,University of Science and Technology Beijing,Beijing 100083,China);A Novel Adaptive Beamforming Algorithm for Smart Antennas in Satellite Systems[J];Telecommunication Engineering;2009-04
5 SHANG Fei CAI Ya-xing ZHANG Ying GAO Ben-qing(Department of Electronic Engineering, School of Information Science and Technology, Beijing Institute of Technology,Beijing 100081, China);Synthesis of array antenna using double population genetic algorithm[J];Chinese Journal of Radio Science;2007-02
6 WANG Li-na1 WANG Bing2 ZHOU Xian-wei1(1. Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China;2. Harbin Institute of Technology, Harbin Heilongjiang 150001, China);A novel beamforming algorithm of smart antenna[J];Chinese Journal of Radio Science;2007-02
7 GUO Yansha1,2,WANG Jingfeng1,YIN Xiulan3(1.State Key Laboratory of Resources and Environmental Information System,Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Sciences,Beijing 100101,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100049,China;3.China Institute for Geo-Environmental Monitoring,Beijing 100081,China);Review of the Optimization Methods for Groundwater Monitoring Network[J];Progress in Geography;2011-09
8 ZHU Ren-xiang1,WU Le-nan2(1.School of Electronics and Information Engineering,Ningbo University of Technology,Ningbo 315016,China;2.School of Information Science and Engineering,Southeast University,Nanjing 210096,China);Geometric feature equalizers based on minimum bit error rate criterion and hybrid genetic algorithm[J];Journal of Circuits and Systems;2009-05
9 ZHENG Qin 1,2 , DAI Yi 1, ZHANG Lu 1 , SHA Jianxin 1 , and LU Xiaoqing 1 1 Institute of Science, PLA University of Science and Technology, Nanjing 211101 2 State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029;On the Application of a Genetic Algorithm to the Predictability Problems Involving “On–Off” Switches[J];大气科学进展(英文版);2012-02
10 WU Jian-feng~1, ZHENG Chun-miao~2 (1.Department of Earth Sciences, Nanjing University, Nanjing 210093, China; 2.Department of Geological Sciences, University of Alabama, Tuscaloosa AL 35487, USA );CONTAMINANT MONITORING NETWORK DESIGN:RECENT ADVANCES AND FUTURE DIRECTIONS[J];Advance in Earth Sciences;2004-03
China Proceedings of conference Full-text Database 1 Hits
1 Bai Xue, Zhang Xiaomiao, Yang Qian, Zhao Xudong (National Key Laboratory of Antennas and Microwave Techniques, Xidian University, Xi'an 710071);Real-Coded Genetic Algorithm Synthesis Of Reconfigurable Tripple-Pattern For Linear Antenna Arrays[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Shao Jingli Wei Jiahua Cui Yali (Department of Environmental Sciences, China University of Geosciences, Beijing100083) Chen Zhancheng (Lu'nan Geoengineering Institute, Yanzhou272000);SOLUTION TO GROUNDWATER MANAGEMENT MODEL USING GENETIC ALGORITHM[J];;1998-05
2 Guo Zhanrong Liu Zhiming Zhu Yanhua (Open Laboratory of Environmental Geology , MGMR,Shijiazhuang, Hebei);The Application of Kriging Estimation to the Optimal Design of Groundwater Observation Network[J];;1998-04
3 WU Jian-feng~1, ZHENG Chun-miao~2 (1.Department of Earth Sciences, Nanjing University, Nanjing 210093, China; 2.Department of Geological Sciences, University of Alabama, Tuscaloosa AL 35487, USA );CONTAMINANT MONITORING NETWORK DESIGN:RECENT ADVANCES AND FUTURE DIRECTIONS[J];Advance in Earth Sciences;2004-03
4 Chen Zhihua Ding Guoping Hu Cheng (Engineering Faculty,China University of Geosciences,Wuhan Hubei China,430074);INTRODUCTION OF THE APPROACHES TO DESIGN MONITORING NETWORK OF WATER RESOURCES SYSTEM[J];Geological Science and Technology Information;2000-04
5 WU Jianfeng1),PENG Wei1),QIAN Jiazhong2),WU Jichun1) 1) Department of Hydrosciences,School of Earth Sciences and Engineering,Nanjing University,Nanjing,210093; 2) School of Natural Resources and Environmental Engineering,Hefei University of Technology,Hefei,230009;INPGA-based Multiobjective Management Model for Optimal Design of Groundwater Remediation System:Ⅰ. Methodology and Its Experimental Validation[J];Geological Review;2011-02
6 Yao Leihua;Taylor Series Expansions Stochastic Modeling Method for Groundwater Quality Models[J];GEOTICHNICAL INVESTIGATION AND SURVEYING;1998-02
7 PENG Wei,WU Jian-feng,WU Ji-chun (Department of Hydrosciences,School of Earth Sciences and Engineering,Nanjing University,Nanjing 210093,China);Application of Niched Pareto Genetic Algorithm to Multi-Objective Optimal Design of Groundwater System[J];Geological Journal of China Universities;2008-04
8 Xue Yibo;Wang Jianzhong;The Study of Speedup on Parallel Processing System[J];COMPUTER ENGINEERING AND DESIGN;1995-01
9 LI Tie-jian,LIU Jia-hong,HE Yang,WANG Guang-qian(Key Laboratory for Water and Sediment Sciences of Ministry of Education,Tsinghua University,Beijing 100084,China);Application of cluster computing in the digital watershed model[J];Advances in Water Science;2006-06
10 JIANG Chun-bo 1, AN Xiao-mi 1, ZHANG Qing-hai 1 (1.Tsinghua University ,Beijing 100084,China);2-D shallow water flow simulation using parallel arithmetic for FEM[J];Journal of Hydraulic Engineering;2002-05
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