| 水安全智能识别模型的建立及应用 |
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| 引用本文： | 陶谨,陈晓宏.水安全智能识别模型的建立及应用[J].生态环境,2010,19(5):1156-1159. |
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| 作者姓名： | 陶谨 陈晓宏 |
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| 作者单位： | 1. 中山大学水资源与环境研究中心,广东,广州,510275;广东省东莞市水务局,广东,东莞,523888
2. 中山大学水资源与环境研究中心,广东,广州,510275;华南地区水循环与水安全广东省教育厅重点实验室,广东,广州,510275 |
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| 基金项目： | 国家重点基础研究发展计划(973)项目，国家自然科学基金重点项目 |
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| 摘 要： | 通过人口迁移算法优化投影寻踪模型,提出了一种新的水安全智能识别模型。与遗传算法优化的投影模型相对比,人口迁移算法的自身优势有效地避免了网络早熟现象及寻找全局最优解的困扰。从水安全的评价结果来看,用人口迁移算法优化投影寻踪是可行的,并显示出优越性。人口迁移算法为求解投影寻踪模型的非线性约束提供了新的优化方法,并为水安全评价工作提供了新的智能识别模型。
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| 关 键 词： | 投影寻踪模型 人口迁移算法 水安全评价 |
Establishment of the model of intelligent evaluation methods of water security and its application |
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| TAO Jin,CHEN Xiaohong.Establishment of the model of intelligent evaluation methods of water security and its application[J].Ecology and Environmnet,2010,19(5):1156-1159. |
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| Authors: | TAO Jin CHEN Xiaohong |
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| Institution: | 1,3 1.Center for Water Resources and Environment,Sun Yat-sen University,Guangzhou 510275,China; 2.Dongguan Water Authorities;Dongguan 523888;China; 3.Key Laboratory of Guangdong Provincial Water and Water Security in South China,Guangzhou 510275,China; |
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| Abstract: | The population migration algorithm has been optimized to the projection pursuit model to propose a kind of new model of intelligent evaluation methods of water security.According to the results which was projection pursuit model has been optimizes by genetic algorithm,population migration algorithm has effectively avoided the network precocious phenomenon,to prevent from missing globally optimal solution.The result indicated that PMA-PPM model is more effective and reasonable to water security assessment than GA-PPM method.This paper proposed the new method for solution Misalignment restraint of projection pursuit model, and has provided the new intelligent evaluation model for the water security. |
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| Keywords: | projection pursuit model population migration algorithm water security assessment |
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