| 基于INPGA的地下水污染治理多目标优化管理模型:Ⅱ——实例应用 |
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| 引用本文： | 吴剑锋,彭伟,钱家忠,吴吉春,郑春苗.基于INPGA的地下水污染治理多目标优化管理模型:Ⅱ——实例应用[J].地质论评,2011,57(3):437-443. |
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| 作者姓名： | 吴剑锋 彭伟 钱家忠 吴吉春 郑春苗 |
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| 作者单位： | 南京大学地球科学与工程学院水科学系，南京,210093;南京大学地球科学与工程学院水科学系，南京,210093;合肥工业大学资源与环境工程学院，合肥,230009;南京大学地球科学与工程学院水科学系，南京,210093;北京大学工学院能源与资源工程系水资源研究中心，北京,100871;美国阿拉巴马大学地质科学系，美国阿拉巴马州塔斯卡卢萨（Tuscaloosa），AL 35487 |
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| 基金项目： | 本文为国家重点基础研究发展计划项目（编号2010CB428803）和国家自然科学基金资助项目（编号41072175, 41030746和40725010）的成果 |
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| 摘 要： | 简单算例研究表明改进的小生境Pareto遗传算法(INPGA)用于求解地下水系统的多目标优化管理模型时,求解过程简单,计算速度快,而且得到的Pareto解集跨度更为合理.本文以美国麻省军事保护区(Massachusetts Military Reservation,MMR)为实例,通过建立研究区复杂地下水污染治理的多目...
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| 关 键 词： | 麻省军事保护区 地下水污染治理 多目标优化 小生境Pareto遗传算法 MPI并行计算 |
INPGA based Multiobjective Management Model for Optimal Design of Groundwater Remediation System: II. Application to the MMR Site |
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| WU Jianfeng,PENG Wei,QIAN Jiazhong,WU Jichun,ZHENG Chunmiao.INPGA based Multiobjective Management Model for Optimal Design of Groundwater Remediation System: II. Application to the MMR Site[J].Geological Review,2011,57(3):437-443. |
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| Authors: | WU Jianfeng PENG Wei QIAN Jiazhong WU Jichun ZHENG Chunmiao |
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| Institution: | 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,230009,3) Center for Water Research,Department of Energy and Resources Engineering,College of Engineering,Peking University,Beijing,100871,4) Department of Geological Sciences,University of Alabama,Tuscaloosa AL 35487,U... |
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| Abstract: | The simple case study has shown that the improved niched Pareto genetic algorithm(INPGA) is applicable to multi-objective optimal design of groundwater remediation system due to the simple procedure,the efficient computation,as well as the rational span of the Pareto solutions.However,the acceleration and efficiency of INPGA based on the message passing interface(MPI) is comparatively low for the simple application.To further demonstrate the applicability and usefulness of INPGA coupled with the MPI for par... |
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| Keywords: | Massachusetts Military Reservation(MMR) groundwater remediation multi-objective optimization niched Pareto genetic algorithm MPI parallel computation |
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